Shafiq Joty · Nanyang Technological University

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Academic lineage

Students and postdocs13

Li, Xingxuan
PhD student · until 2025 · Nanyang Technological University
From a thesis record
Chen, Hailin
PhD student · until 2025 · Nanyang Technological University
From a thesis record
Qin, Chengwei
PhD student · until 2025 · Nanyang Technological University
From a thesis record
Zhao, Ruochen
PhD student · until 2025 · Nanyang Technological University
From a thesis record
Wang, Weishi
PhD student · until 2024 · Nanyang Technological University
From a thesis record
Ding, Bosheng
PhD student · until 2024 · Nanyang Technological University
From a thesis record
Mohiuddin, Tasnim
PhD student · until 2022 · Nanyang Technological University
From a thesis record
Lin, Xiang
PhD student · until 2023 · Nanyang Technological University
From a thesis record
Moon, Han Cheol
PhD student · until 2023 · Nanyang Technological University
From a thesis record
Nguyen, Xuan Phi
PhD student · until 2023 · Nanyang Technological University
From a thesis record
Bari M. Saiful
PhD student · until 2023 · Nanyang Technological University
From a thesis record
Nguyen, Thanh Tung
PhD student · until 2021 · Nanyang Technological University
From a thesis record
Jwalapuram, Prathyusha
PhD student · until 2022 · Nanyang Technological University
From a thesis record

Works326 from public data

TitleCited by

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
2,551
Diffusion Model Alignment Using Direct Preference Optimization
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2024
923
Conversational Agents in Health Care: Scoping Review and Conceptual Analysis
Journal of Medical Internet Research · 2020
549
GeDi: Generative Discriminator Guided Sequence Generation
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq Joty, Richard Socher, Nazneen Fatema Rajani
Findings of the Association for Computational Linguistics: EMNLP 2021 · 2021
546
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2015
510
Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval with Generative Models
IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 2018
420
Distributed representations of tuples for entity resolution
Proceedings of the VLDB Endowment · 2018
352
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning
Findings of the Association for Computational Linguistics: ACL 2022 · 2022
335
Sleep Quality Prediction From Wearable Data Using Deep Learning
JMIR mhealth and uhealth · 2016
243
Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges
arXiv · 2024
206
Unpaired Image Captioning via Scene Graph Alignments
IEEE/CVF International Conference on Computer Vision (ICCV) · 2019
199
Robust Classification of Crisis-Related Data on Social Networks Using Convolutional Neural Networks
Proceedings of the International AAAI Conference on Web and Social Media · 2017
194
ANR
ACM International Conference on Information and Knowledge Management (CIKM) · 2018
188
CODRA: A Novel Discriminative Framework for Rhetorical Analysis
Computational Linguistics · 2015
187
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis
Annual Meeting of the Association for Computational Linguistics · 2013
177
Is GPT-3 a Good Data Annotator?
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
150
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 2023
146
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
134
Domain Adaptation with Adversarial Training and Graph Embeddings
Annual Meeting of the Association for Computational Linguistics (ACL) · 2018
133
A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems
arXiv · 2025
129
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions
Lecture notes in computer science · 2018
125
Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks
Annual Meeting of the Association for Computational Linguistics (ACL) · 2019
124
It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations
Annual Meeting of the Association for Computational Linguistics (ACL) · 2020
122
SegBot: A Generic Neural Text Segmentation Model with Pointer Network
International Joint Conference on Artificial Intelligence · 2018
115
Using Discourse Structure Improves Machine Translation Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL) · 2014
115
VD-BERT: A Unified Vision and Dialog Transformer with BERT
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
111
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
110
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER
Linlin Liu, Bosheng Ding, Lidong Bing, Shafiq Joty, Luo Si, Chunyan Miao
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · 2021
110
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows"
arXiv · 2024
107
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2021
105
xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval
arXiv · 2023
101
XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval
Annual Meeting of the Association for Computational Linguistics (ACL) · 2024
99
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild
arXiv · 2024
97
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges
Bosheng Ding, Chengwei Qin, Ruochen Zhao, Tianze Luo, Xinze Li, Guizhen Chen, Wenhan Xia, Junjie Hu, +2 more
Findings of the Association for Computational Linguistics ACL 2024 · 2024
95
X-InstructBLIP: A Framework for aligning X-Modal instruction-aware representations to LLMs and Emergent Cross-modal Reasoning
arXiv · 2023
92
Unpaired Image Captioning by Language Pivoting
Lecture notes in computer science · 2018
92
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules
arXiv · 2023
91
From Pixels to Insights: A Survey on Automatic Chart Understanding in the Era of Large Foundation Models
IEEE Transactions on Knowledge and Data Engineering · 2024
89
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization
Annual Meeting of the Association for Computational Linguistics (ACL) · 2022
88
A Neural Local Coherence Model
Annual Meeting of the Association for Computational Linguistics (ACL) · 2017
84
Using Clinical Notes with Time Series Data for ICU Management
Swaraj Khadanga, Karan Aggarwal, Shafiq Joty, Jaideep Srivastava
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · 2019
83
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets
Md Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, Md Amran Hossen Bhuiyan, Shafiq Joty, Jimmy Huang
Findings of the Association for Computational Linguistics: ACL 2023 · 2023
82
A Novel Discriminative Framework for Sentence-Level Discourse Analysis
Conference on Empirical Methods in Natural Language Processing · 2012
82
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning
Lecture notes in computer science · 2020
79
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization
Annual Meeting of the Association for Computational Linguistics (ACL) · 2022
78
Graph Based Semi-Supervised Learning with Convolution Neural Networks to Classify Crisis Related Tweets
Proceedings of the International AAAI Conference on Web and Social Media · 2018
77
An Attention-based Rumor Detection Model with Tree-structured Recursive Neural Networks
ACM Transactions on Intelligent Systems and Technology · 2020
76
Data Diversification: A Simple Strategy For Neural Machine Translation
neural information processing systems · 2020
76
Impact of Physical Activity on Sleep:A Deep Learning Based Exploration
arXiv · 2016
74
Topic Segmentation and Labeling in Asynchronous Conversations
Journal of Artificial Intelligence Research · 2013
73
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources
arXiv · 2023
72
Applications of Online Deep Learning for Crisis Response Using Social Media Information
arXiv · 2016
69
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora
International Workshop on Semantic Evaluation (SemEval) · 2016
67
Retrieving Multimodal Information for Augmented Generation: A Survey
Ruochen Zhao, Hailin Chen, Weishi Wang, Fangkai Jiao, Do Long, Chengwei Qin, Bosheng Ding, Xiaobao Guo, +3 more
Findings of the Association for Computational Linguistics: EMNLP 2023 · 2023
64
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2024
63
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing
Annual Meeting of the Association for Computational Linguistics (ACL) · 2019
62
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English
International Workshop on Semantic Evaluation (SemEval) · 2015
62
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
59
On Context Utilization in Summarization with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL) · 2024
56
Pairwise Neural Machine Translation Evaluation
Francisco Guzmán, Shafiq Joty, Lluís Màrquez, Preslav Nakov
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · 2015
56
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
55
Zero-Resource Cross-Lingual Named Entity Recognition
AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 2020
55
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
54
Cross-language Learning with Adversarial Neural Networks
Conference on Computational Natural Language Learning · 2017
54
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
53
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
53
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
52
A Unified Neural Coherence Model
Han Cheol Moon, Tasnim Mohiuddin, Shafiq Joty, Chi Xu
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · 2019
51
Global Thread-level Inference for Comment Classification in Community Question Answering
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2015
51
LLMs as Factual Reasoners: Insights from Existing Benchmarks and Beyond
arXiv · 2023
50
Unsupervised Modeling of Dialog Acts in Asynchronous Conversations
2012
49
Generalized Out-of-Distribution Detection and Beyond in Vision Language Model Era: A Survey
arXiv · 2024
48
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications
Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP) · 2024
48
L2CEval : Evaluating Language-to-Code Generation Capabilities of Large Language Models
Transactions of the Association for Computational Linguistics · 2024
47
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems
Annual Meeting of the Association for Computational Linguistics (ACL) · 2022
47
Cross-Language Question Re-Ranking
International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR) · 2017
47
Reliability Testing for Natural Language Processing Systems
Samson Tan, Shafiq Joty, Kathy Baxter, Araz Taeihagh, Gregory A. Bennett, Min-Yen Kan
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · 2021
45
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach
Annual Meeting of the Association for Computational Linguistics (ACL) · 2018
45
Thread-Level Information for Comment Classification in Community Question Answering
Alberto Barrón-Cedeño, Simone Filice, Giovanni Da San Martino, Shafiq Joty, Lluís Màrquez, Preslav Nakov, Alessandro Moschitti
Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers) · 2015
45
Preference Optimization for Reasoning with Pseudo Feedback
arXiv · 2024
44
JudgeRank: Leveraging Large Language Models for Reasoning-Intensive Reranking
arXiv · 2024
43
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation
Annual Meeting of the Association for Computational Linguistics (ACL) · 2022
42
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2021
42
DiscoTK: Using Discourse Structure for Machine Translation Evaluation
Workshop on Statistical Machine Translation · 2014
42
Evaluating Psychological Safety of Large Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2024
41
Mind Your Inflections! Improving NLP for Non-Standard English with Base-Inflection Encoding
arXiv · 2020
41
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
41
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2019
40
A SVM-Based Ensemble Approach to Multi-Document Summarization
Lecture notes in computer science · 2009
40
Rapid Classification of Crisis-Related Data on Social Networks using Convolutional Neural Networks
arXiv · 2016
39
Designing, Developing, Evaluating, and Implementing a Smartphone-Delivered, Rule-Based Conversational Agent (DISCOVER): Development of a Conceptual Framework
JMIR mhealth and uhealth · 2022
38
Online Conversation Disentanglement with Pointer Networks
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
38
Machine translation evaluation with neural networks
Computer Speech & Language · 2016
37
Improving graph-based random walks for complex question answering using syntactic, shallow semantic and extended string subsequence kernels
Information Processing & Management · 2010
37
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up?
arXiv · 2023
36
Hierarchical Pointer Net Parsing
Linlin Liu, Xiang Lin, Shafiq Joty, Simeng Han, Lidong Bing
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · 2019
36
Discourse Structure in Machine Translation Evaluation
Computational Linguistics · 2017
34
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5
arXiv · 2021
33
Discriminative Reranking of Discourse Parses Using Tree Kernels
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2014
33
Discourse Analysis and Its Applications
Shafiq Joty, Giuseppe Carenini, Raymond Ng, Gabriel Murray
Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics: Tutorial Abstracts · 2019
32
RST Parsing from Scratch
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2021
30
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails
Conference on Empirical Methods in Natural Language Processing · 2010
30
Improving the performance of the random walk model for answering complex questions
Yllias Chali, Shafiq R. Joty
Proceedings of the 46th Annual Meeting of the Association for Computational Linguistics on Human Language Technologies Short Papers - HLT '08 · 2008
30
MAS-ZERO: Designing Multi-Agent Systems with Zero Supervision
arXiv · 2025
29
FOLIO: Natural Language Reasoning with First-Order Logic
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2024
29
Watch It Twice
ACM International Conference on Multimedia (ACM MM) · 2019
29
MAS-Orchestra: Understanding and Improving Multi-Agent Reasoning Through Holistic Orchestration and Controlled Benchmarks
arXiv · 2026
28
SFR-DeepResearch: Towards Effective Reinforcement Learning for Autonomously Reasoning Single Agents
arXiv · 2025
28
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models
Shayekh Bin Islam, Md Asib Rahman, K S M Tozammel Hossain, Enamul Hoque, Shafiq Joty, Md Rizwan Parvez
Findings of the Association for Computational Linguistics: EMNLP 2024 · 2024
28
Content-filtering AI systems–limitations, challenges and regulatory approaches
Information & Communications Technology Law · 2022
28
Joint Learning with Global Inference for Comment Classification in Community Question Answering
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2016
28
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2015
27
Improving Conversational Recommender System Via Contextual and Time-Aware Modeling With Less Domain-Specific Knowledge
IEEE Transactions on Knowledge and Data Engineering · 2024
26
OpenCQA: Open-ended Question Answering with Charts
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2022
26
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP
M Saiful Bari, Tasnim Mohiuddin, Shafiq Joty
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · 2021
26
Tree-structured Attention with Hierarchical Accumulation
arXiv · 2020
25
Towards Topic Labeling with Phrase Entailment and Aggregation
North American Chapter of the Association for Computational Linguistics · 2013
25
SFR-RAG: Towards Contextually Faithful LLMs
arXiv · 2024
24
Towards Enhancing Database Education
Proceedings - ACM-SIGMOD International Conference on Management of Data · 2021
24
Speech Transformer with Speaker Aware Persistent Memory
Interspeech (USB) · 2020
24
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite
Prathyusha Jwalapuram, Shafiq Joty, Irina Temnikova, Preslav Nakov
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · 2019
23
Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models
Annual Meeting of the Association for Computational Linguistics (ACL) · 2016
23
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading
Annual Meeting of the Association for Computational Linguistics (ACL) · 2020
22
Adaptation of Large Language Models
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) · 2025
21
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning
Ahmed Masry, Mehrad Shahmohammadi, Md Rizwan Parvez, Enamul Hoque, Shafiq Joty
Findings of the Association for Computational Linguistics ACL 2024 · 2024
21
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
21
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling
Annual Meeting of the Association for Computational Linguistics (ACL) · 2022
20
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text
Proceedings of the AAAI Conference on Artificial Intelligence · 2022
20
Span-Level Emotion Cause Analysis by BERT-based Graph Attention Network
Proceedings of the ... ACM International Conference on Information & Knowledge Management · 2021
20
Video captioning with boundary-aware hierarchical language decoding and joint video prediction
Neurocomputing · 2020
20
Reuse and Adaptation for Entity Resolution through Transfer Learning
arXiv · 2018
20
SkillOrchestra: Learning to Route Agents via Skill Transfer
arXiv · 2026
19
Unsupervised Word Translation with Adversarial Autoencoder
Computational Linguistics · 2020
19
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2018
19
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts
Annual Meeting of the Association for Computational Linguistics (ACL) · 2024
18
UNISON: Unpaired Cross-Lingual Image Captioning
Proceedings of the AAAI Conference on Artificial Intelligence · 2022
18
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2022
18
Self-supervised relationship probing
Monash University Research Portal (Monash University) · 2020
18
A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging
IEEE International Conference on Big Data (BigData) · 2018
18
CQAVis
ACM International Conference on Intelligent User Interfaces (IUI) · 2017
18
UofL: word sense disambiguation using lexical cohesion
Yllias Chali, Shafiq R. Joty
Proceedings of the 4th International Workshop on Semantic Evaluations - SemEval '07 · 2007
18
Variation in Verification: Understanding Verification Dynamics in Large Language Models
arXiv · 2025
17
Unlocking Temporal Question Answering for Large Language Models with Tailor-Made Reasoning Logic
arXiv · 2023
17
XGen-7B Technical Report
arXiv · 2023
17
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation
neural information processing systems · 2021
17
Adversarial Unsupervised Representation Learning for Activity Time-Series
AAAI Publications (The Association for the Advancement of Artificial Intelligence (AAAI)) · 2019
17
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering
Ahmed Masry, Mohammed Saidul Islam, Mahir Ahmed, Aayush Bajaj, Firoz Kabir, Aaryaman Kartha, Md Tahmid Rahman Laskar, Mizanur Rahman, +6 more
Findings of the Association for Computational Linguistics: ACL 2025 · 2025
16
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2024
16
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks
Tasnim Mohiuddin, Prathyusha Jwalapuram, Xiang Lin, Shafiq Joty
Proceedings of the 16th Conference of the European Chapter of the Association for Computational Linguistics: Main Volume · 2021
16
A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech
IEEE International Conference on Acoustics Speech and Signal Processing · 2019
16
Data Diversification: An Elegant Strategy For Neural Machine Translation.
arXiv · 2019
16
CoHS-CQG: Context and History Selection for Conversational Question Generation
arXiv · 2022
15
Differentiable Window for Dynamic Local Attention
Annual Meeting of the Association for Computational Linguistics (ACL) · 2020
15
Do LLMs Work on Charts? Designing Few-Shot Prompts for Chart Question Answering and Summarization
arXiv · 2023
14
MultiMix: A Robust Data Augmentation Strategy for Cross-Lingual NLP.
arXiv · 2020
14
Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach
Computational Linguistics · 2018
14
Correction of: Sleep Quality Prediction From Wearable Data Using Deep Learning
JMIR mhealth and uhealth · 2016
14
Exploiting Conversational Features to Detect High-Quality Blog Comments
Lecture notes in computer science · 2011
14
LANTERN: Boredom-conscious Natural Language Description Generation of Query Execution Plans for Database Education
Proceedings - ACM-SIGMOD International Conference on Management of Data · 2022
13
A Conditional Splitting Framework for Efficient Constituency Parsing
Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, Xiaoli Li
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing (Volume 1: Long Papers) · 2021
13
Span-level Emotion Cause Analysis with Neural Sequence Tagging
Proceedings of the ... ACM International Conference on Information & Knowledge Management · 2021
13
Effective Fine-Tuning Methods for Cross-lingual Adaptation
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
13
MultiMix: A Robust Data Augmentation Framework for Cross-Lingual NLP
arXiv · 2020
13
Cross-language Learning with Adversarial Neural Networks: Application to Community Question Answering
arXiv · 2017
13
Learning to Differentiate Better from Worse Translations
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2014
13
Selecting sentences for answering complex questions
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2008
13
X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-Modal Reasoning
Lecture notes in computer science · 2024
12
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding
Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang, Chengwei Qin
Findings of the Association for Computational Linguistics: ACL 2023 · 2023
12
Do automatic annotation techniques have any impact on supervised complex question answering?
Yllias Chali, Sadid A. Hasan, Shafiq R. Joty
Proceedings of the ACL-IJCNLP 2009 Conference Short Papers on - ACL-IJCNLP '09 · 2009
12
LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions
arXiv · 2025
11
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization
Findings of the Association for Computational Linguistics: NAACL · 2024
11
Exploring Self-supervised Logic-enhanced Training for Large Language Models
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2024
11
Data Selection Curriculum for Neural Machine Translation
Tasnim Mohiuddin, Philipp Koehn, Vishrav Chaudhary, James Cross, Shruti Bhosale, Shafiq Joty
Findings of the Association for Computational Linguistics: EMNLP 2022 · 2022
11
GradMask
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) · 2022
11
Addressing the Vulnerability of NMT in Input Perturbations
Weiwen Xu, Ai Ti Aw, Yang Ding, Kui Wu, Shafiq Joty
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers · 2021
11
Supervised Topic Segmentation of Email Conversations
Proceedings of the International AAAI Conference on Web and Social Media · 2021
11
Efficient Constituency Parsing by Pointing
Annual Meeting of the Association for Computational Linguistics (ACL) · 2020
11
Cross-model Back-translated Distillation for Unsupervised Machine Translation
arXiv · 2020
11
Cross Attention with Monotonic Alignment for Speech Transformer
Interspeech (USB) · 2020
11
Personalised Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation
arXiv · 2023
10
Hierarchical Evaluation Framework: Best Practices for Human Evaluation
arXiv · 2023
10
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
10
Towards Summary Candidates Fusion
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2022
10
A Unified Speaker Adaptation Approach for ASR
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2021
10
AugVic: Exploiting BiText Vicinity for Low-Resource NMT
Tasnim Mohiuddin, M Saiful Bari, Shafiq Joty
Findings of the Association for Computational Linguistics: ACL-IJCNLP 2021 · 2021
10
NEURON
Proceedings - ACM-SIGMOD International Conference on Management of Data · 2019
10
Models for Capturing Temporal Smoothness in Evolving Networks for Learning Latent Representation of Nodes
arXiv · 2018
10
Phrase-Based Attentions
arXiv · 2018
10
BootPIG: Bootstrapping Zero-Shot Personalized Image Generation Capabilities in Pretrained Diffusion Models
Lecture notes in computer science · 2025
9
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning
Annual Meeting of the Association for Computational Linguistics (ACL) · 2025
9
Understanding COVID-19 Impacts on the Health Workforce: AI-Assisted Open-Source Media Content Analysis
JMIR Formative Research · 2024
9
Explaining Language Models' Predictions with High-Impact Concepts
arXiv · 2023
9
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2020
9
Semantic Kernels for Semantic Parsing
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2014
9
The University of British Columbia at TAC 2008
Text Analysis Conference · 2008
9
Unsupervised Approach for Selecting Sentences in Query-based Summarization
The Florida AI Research Society · 2008
9
Helpful Agent Meets Deceptive Judge: Understanding Vulnerabilities in Agentic Workflows
arXiv · 2025
8
Foundational Automatic Evaluators: Scaling Multi-Task Generative Evaluator Training for Reasoning-Centric Domains
arXiv · 2025
8
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2024
8
Efficient Text-to-Code Retrieval with Cascaded Fast and Slow Transformer Models
ACM Joint European Software Engineering Conference and Symposium on the Foundations of Software Engineering (ESEC/FSE) · 2023
8
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
8
NEURON: Query Optimization Meets Natural Language Processing For Augmenting Database Education
arXiv · 2018
8
A Deep Fusion Model for Domain Adaptation in Phrase-based MT
International Conference on Computational Linguistics · 2016
8
Learning from Language Feedback via Variational Policy Distillation
arXiv · 2026
7
A pilot randomised controlled trial exploring the feasibility and efficacy of a human-AI sleep coaching model for improving sleep among university students
Digital Health · 2024
7
Explaining Language Model Predictions with High-Impact Concepts
Findings of the Association for Computational Linguistics: EACL · 2024
7
Cascaded Fast and Slow Models for Efficient Semantic Code Search
arXiv · 2021
7
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning
arXiv · 2021
7
CohEval: Benchmarking Coherence Models
arXiv · 2020
7
Regularized and Retrofitted models for Learning Sentence Representation with Context
Tanay Kumar Saha, Shafiq Joty, Naeemul Hassan, Mohammad Al Hasan
Proceedings of the 2017 ACM on Conference on Information and Knowledge Management · 2017
7
Con-S2V: A Generic Framework for Incorporating Extra-Sentential Context into Sen2Vec
Lecture notes in computer science · 2017
7
Interactive Exploration of Asynchronous Conversations: Applying a User-centered Approach to Design a Visual Text Analytic System
Enamul Hoque, Giuseppe Carenini, Shafiq Joty
Proceedings of the Workshop on Interactive Language Learning, Visualization, and Interfaces · 2014
7
Exploiting Syntactic and Shallow Semantic Kernels to Improve Random Walks for Complex Question Answering
Proceedings - International Conference on Tools with Artificial Intelligence, TAI · 2008
7
Advances in focused retrieval: A general review
International Conference on Computer and Information Technology (ICCIT) · 2007
7
Harnessing LLM Agents with Skill Programs
arXiv · 2026
6
On the Shelf Life of Fine-Tuned LLM-Judges: Future-Proofing, Backward-Compatibility, and Question Generalization
arXiv · 2025
6
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings
Annual Meeting of the Association for Computational Linguistics (ACL) · 2025
6
On Positional Bias of Faithfulness for Long-form Summarization
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) · 2025
6
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
6
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning
Qian Li, Shafiq Joty, Daling Wang, Shi Feng, Yifei Zhang
Findings of the Association for Computational Linguistics: EMNLP 2022 · 2022
6
Preventing Early Endpointing for Online Automatic Speech Recognition
IEEE International Conference on Acoustics Speech and Signal Processing · 2021
6
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2019
6
NLP for Conversations: Sentiment, Summarization, and Group Dynamics
International Conference on Computational Linguistics · 2018
6
Hyperedge2vec: Distributed Representations for Hyperedges
2018
6
An interactive system for exploring community question answering forums
International Conference on Computational Linguistics · 2016
6
SweRank+: Multilingual, Multi-Turn Code Ranking for Software Issue Localization
arXiv · 2025
5
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding
Kung-Hsiang Huang, Can Qin, Haoyi Qiu, Philippe Laban, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu
Findings of the Association for Computational Linguistics: ACL 2025 · 2025
5
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text
Findings of the Association for Computational Linguistics: NAACL · 2024
5
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknown
arXiv · 2024
5
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
5
PromptSum: Parameter-Efficient Controllable Abstractive Summarization
arXiv · 2023
5
SPT: Semi-Parametric Prompt Tuning for Multitask Prompted Learning
arXiv · 2022
5
Remember What You have drawn: Semantic Image Manipulation with Memory
arXiv · 2021
5
UXLA: A Robust Unsupervised Data Augmentation Framework for Cross-Lingual NLP
2021
5
Can Your Context-Aware MT System Pass the DiP Benchmark Tests? : Evaluation Benchmarks for Discourse Phenomena in Machine Translation
arXiv · 2020
5
Domain adaptation using neural network joint model
Computer Speech & Language · 2017
5
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling
Institutional Research Information System (Università degli Studi di Trento) · 2014
5
The Hidden Signal of Verifier Strictness: Controlling and Improving Step-Wise Verification via Selective Latent Steering
arXiv · 2026
4
Procedural Memory Distillation: Online Reflection for Self-Improving Language Models
arXiv · 2026
4
VIBEPASS: Can Vibe Coders Really Pass the Vibe Check?
arXiv · 2026
4
Demystifying Domain-adaptive Post-training for Financial LLMs
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2025
4
A Comprehensive Survey of Contamination Detection Methods in Large Language Models
arXiv · 2024
4
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets
Iva Bojic, Josef Halim, Verena Suharman, Sreeja Tar, Qi Chwen Ong, Duy Phung, Mathieu Ravaut, Shafiq Joty, +1 more
The Fourth Workshop on Insights from Negative Results in NLP · 2023
4
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
4
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Model
arXiv · 2022
4
Knowledge Based Multilingual Language Model
arXiv · 2021
4
Universal Speech Transformer
Interspeech (USB) · 2020
4
Answering Complex Questions Using Query-Focused Summarization Technique
Proceedings - International Conference on Tools with Artificial Intelligence, TAI · 2008
4
University of Lethbridge's Participation in DUC-2007 Main Task
2007
4
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs
Ye Liu, Rui Meng, Meghana Moorthy Bhat, Shafiq Joty, Caiming Xiong, Yingbo Zhou, Semih Yavuz
Proceedings of the 1st Workshop on Towards Knowledgeable Language Models (KnowLLM 2024) · 2024
3
Building Extractive Question Answering System to Support Human-AI Health Coaching Model for Sleep Domain
arXiv · 2023
3
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution
Ye Liu, Semih Yavuz, Rui Meng, Dragomir Radev, Caiming Xiong, Shafiq Joty, Yingbo Zhou
Findings of the Association for Computational Linguistics: EMNLP 2023 · 2023
3
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
3
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
3
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation
arXiv · 2021
3
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings
arXiv · 2021
3
Watch It Twice: Video Captioning with a Refocused Video Encoder
arXiv · 2019
3
Discourse Processing and Its Applications in Text Mining
Proceedings · 2018
3
Thread Reconstruction in Conversational Data using Neural Coherence Models
arXiv · 2017
3
Dis-S2V: Discourse Informed Sen2Vec
arXiv · 2016
3
References Improve LLM Alignment in Non-Verifiable Domains
arXiv · 2026
2
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks
Annual Meeting of the Association for Computational Linguistics (ACL) · 2025
2
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning?
Chengwei Qin, Wenhan Xia, Tan Wang, Fangkai Jiao, Yuchen Hu, Bosheng Ding, Ruirui Chen, Shafiq Joty
Findings of the Association for Computational Linguistics: ACL 2025 · 2025
2
Targeting COVID-19 and Human Resources for Health News Information Extraction: Algorithm Development and Validation
JMIR AI · 2024
2
StructTest: Benchmarking LLMs' Reasoning through Compositional Structured Outputs
arXiv · 2024
2
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains
Simeng Han, Aaron Yu, Rui Shen, Zhenting Qi, Martin Riddell, Wenfei Zhou, Yujie Qiao, Yilun Zhao, +8 more
Findings of the Association for Computational Linguistics: EMNLP 2024 · 2024
2
NLP+Vis: NLP Meets Visualization
Shafiq Joty, Enamul Hoque, Jesse Vig
Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing: Tutorial Abstracts · 2023
2
Learning Label Modular Prompts for Text Classification in the Wild
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2022
2
Towards Enhancing Database Education: Natural Language Generation Meets Query Execution Plans
arXiv · 2021
2
Sleep Staging by Modeling Sleep Stage Transitions using Deep CRF.
arXiv · 2018
2
UofL at TAC 2008 Update Summarization and Question Answering
Text Analysis Conference · 2008
2
Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token Reduction
Zhenmei Shi, Yifei Ming, Xuan-Phi Nguyen, Yingyu Liang, Shafiq Joty
Findings of the Association for Computational Linguistics: ACL 2026 · 2026
1
Mixture-of-Parallelisms: Towards Memory-Efficient Training Stack for Mixture-of-Experts Models
arXiv · 2026
1
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning?
Annual Meeting of the Association for Computational Linguistics (ACL) · 2025
1
ParaICL: Towards Parallel In-Context Learning
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) · 2025
1
CEMTM: Contextual Embedding-based Multimodal Topic Modeling
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2025
1
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan
Lifu Tu, Rui Meng, Shafiq Joty, Yingbo Zhou, Semih Yavuz
Proceedings of the 2nd Workshop on Uncertainty-Aware NLP (UncertaiNLP 2025) · 2025
1
Direct Judgement Preference Optimization
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2025
1
ReIFE: Re-evaluating Instruction-Following Evaluation
Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL) · 2025
1
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2025
1
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP
Findings of the Association for Computational Linguistics: NAACL · 2024
1
Lifelong Event Detection with Embedding Space Separation and Compaction
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) · 2024
1
Prompt Leakage effect and defense strategies for multi-turn LLM interactions
arXiv · 2024
1
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags
Faisal Tareque Shohan, Mir Tafseer Nayeem, Samsul Islam, Abu Ubaida Akash, Shafiq Joty
Findings of the Association for Computational Linguistics ACL 2024 · 2024
1
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning
Findings of the Association for Computational Linguistics: EACL · 2024
1
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2024
1
Unsupervised Summarization Re-ranking
Mathieu Ravaut, Shafiq Joty, Nancy Chen
Findings of the Association for Computational Linguistics: ACL 2023 · 2023
1
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation
Annual Meeting of the Association for Computational Linguistics (ACL) · 2023
1
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2023
1
BotSIM: An End-to-End Bot Simulation Toolkit for Commercial Task-Oriented Dialog Systems
arXiv · 2022
1
Co-Morbidity Exploration on Wearables Activity Data Using Unsupervised Pre-training and Multi-Task Learning
arXiv · 2017
1
Discourse analysis of asynchronous conversations
cIRcle (University of British Columbia) · 2014
1
Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier Math
Underline Science Inc. · 2026
–
Privileged Likelihood Is Not Automatically Value: Three Checks for Token Credit in On-Policy Self-Distillation
arXiv · 2026
–
Learning Generalizable Behaviors for Terminal Agents
arXiv · 2026
–
EvoHarnessBench: Can Your Agents Keep Pace with an Evolving Harness?
arXiv · 2026
–
DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards
Underline Science Inc. · 2026
–
J4R: Learning to Judge with Equivalent Initial State Group Relative Policy Optimization
Annual Meeting of the Association for Computational Linguistics (ACL) · 2026
–
Understanding the Synergy between SFT, RLVR, and OPD in LLM Post-Training
arXiv · 2026
–
DSAgentBench: Can Agents Automate End-to-End Data-Science Workflows in Real Computer Environments?
arXiv · 2026
–
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization
Underline Science Inc. · 2026
–
VisEditBench: Can Vision-Language Models Edit Visualization Code from Multimodal Feedback?
arXiv · 2026
–
Gradually Compacting Large Language Models for Reasoning Like a Boiling Frog
arXiv · 2026
–
Lost in Translation: Do LVLM Judges Generalize Across Languages?
Md Tahmid Rahman Laskar, Mohammed Saidul Islam, Mir Tafseer Nayeem, Amran Bhuiyan, Mizanur Rahman, Shafiq Joty, Enamul Hoque, Jimmy Huang
Findings of the Association for Computational Linguistics: ACL 2026 · 2026
–
Contrastive Learning with Growing Generated Representations for Inductive Knowledge Graph Embedding
Data Science and Engineering · 2026
–
RISE: Recursive Improvement via Self-Extrapolating Policy Distillation
arXiv · 2026
–
Beyond Accuracy: Dissecting Mathematical Reasoning for LLMs Under Reinforcement Learning
neural information processing systems · 2025
–
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices
Conference on Empirical Methods in Natural Language Processing: Industry Track (EMNLP) · 2025
–
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text
Conference on Empirical Methods in Natural Language Processing (EMNLP) · 2025
–
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation
Annual Meeting of the Association for Computational Linguistics (ACL) · 2025
–
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines
Do Xuan Long, Duong Ngoc Yen, Do Xuan Trong, Anh Tuan Luu, Kenji Kawaguchi, Shafiq Joty, Min-Yen Kan, Nancy F. Chen
Findings of the Association for Computational Linguistics: ACL 2025 · 2025
–
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization
Chuyuan Li, Austin Xu, Shafiq Joty, Giuseppe Carenini
Findings of the Association for Computational Linguistics: EMNLP 2025 · 2025
–
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation
arXiv · 2024
–
Dynamic Scheduled Sampling with Imitation Loss for Neural Text Generation
arXiv · 2023
–
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model
neural information processing systems · 2022
–
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems
Conference on Empirical Methods in Natural Language Processing: System Demonstrations (EMNLP) · 2022
–
DiP Benchmark Tests: Evaluation Benchmarks for Discourse Phenomena in MT
2021
–
Front Matter
Nafise Sadat Moosavi, Angela Fan, Vered Shwartz, Goran Glavaš, Shafiq Joty, Alex Wang, Thomas Wolf
Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing · 2020
–
Multi-Agent Cross-Translated Diversification for Unsupervised Machine Translation.
arXiv · 2020
–
Global Thread-Level Inference for Comment Classification in Community \nQuestion Answering
Institutional Research Information System (Università degli Studi di Trento) · 2019
–
Resurrecting Submodularity for Neural Text Generation
arXiv · 2019
–
Enhancing Attention with Explicit Phrasal Alignments
2019
–
Resurrecting Submodularity in Neural Abstractive Summarization.
arXiv · 2019
–
Thread Reconstruction in Conversational Data using Neural Coherence
HAL (Le Centre pour la Communication Scientifique Directe) · 2017
–
Addressing Community Question Answering in English and Arabic
arXiv · 2016
–
Using joint models or domain adaptation in statistical machine translation
2015
–

Publication data from OpenAlex, with missing venues and authors filled in from Crossref; citation counts are the higher of OpenAlex and Semantic Scholar; position from the scholar’s ORCID record, last synced 2026-10-10. Citation counts may be lower than on Google Scholar, which indexes more sources.

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