← Authors

Shafiq Joty

194 papers · 2008–2026 · 17 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (12) 🧭 Keyword Pioneer πŸƒ Academic Marathon (17) 🌍 Conference Polyglot (17) 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (22) 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (57) 🀝 Dynamic Duo (22) 🧬 Topic Evolution πŸ† Grand Slam πŸ‘₯ Mega-Team (35) πŸ”¬ Deep Specialist (20) πŸ† Keyword Champion (2) πŸš€ Conference Pioneer ⚑ Prolific Year (20) πŸ”₯ Unstoppable (14) πŸ—ƒοΈ Keyword Collector (52) πŸ“ˆ Trend Setter πŸ’Ž Century Club (191) ❓ The Questioner (11)

Conferences

EMNLP (59) ACL (57) NAACL (19) IJCNLP (12) COLING (8) EACL (7) ICLR (7) AAAI (4) NIPS (4) ECCV (4) ICML (3) INTERSPEECH (3) SEMEVAL (2) CONLL (2) IJCAI (1) ICCV (1) CVPR (1)

Top co-authors

Caiming Xiong (22) Enamul Hoque (20) Lidong Bing (16) Preslav Nakov (16) Xuan-Phi Nguyen (14) Lluis Marquez (14) Chengwei Qin (14) Chien-Sheng Wu (12) Bosheng Ding (11) Giuseppe Carenini (11)

Research topics

Natural Language Processing (1) Privacy (1) Discrete Mathematics (1)

Keywords

large language model (33) question answering (12) cross-lingual transfer (11) few-shot learning (10) neural network (10) transfer learning (9) data augmentation (9) representation learning (8) machine translation (8) discourse parsing (8) vision-language model (8) visual reasoning (7) text summarization (7) zero-shot learning (7) chart understanding (7) text generation (7) retrieval-augmented generation (7) neural machine translation (6) logical reasoning (6) multimodal learning (6)

Papers

DashboardQA: Benchmarking Multimodal Agents for Question Answering on Interactive Dashboards EACL 2026
Multimodal Large Language Models for Human-AI Interaction: Foundations, Agents, and Inclusive Applications EACL 2026
Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-Visualization EACL 2026
Why Vision Language Models Struggle with Visual Arithmetic? Towards Enhanced Chart and Geometry Understanding ACL 2025
ChartQAPro: A More Diverse and Challenging Benchmark for Chart Question Answering ACL 2025
Relevant or Random: Can LLMs Truly Perform Analogical Reasoning? ACL 2025
FaithEval: Can Your Language Model Stay Faithful to Context, Even If "The Moon is Made of Marshmallows" ICLR 2025
Preference Optimization for Reasoning with Pseudo Feedback ICLR 2025
Evaluating Judges as Evaluators: The JETTS Benchmark of LLM-as-Judges as Test-Time Scaling Evaluators ICML 2025
DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and Aggregation COLING 2025
ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild COLING 2025
Direct Judgement Preference Optimization EMNLP 2025
Judging the Judges: Can Large Vision-Language Models Fairly Evaluate Chart Comprehension and Reasoning? ACL 2025
Beyond In-Context Learning: Aligning Long-form Generation of Large Language Models via Task-Inherent Attribute Guidelines ACL 2025
Text2Vis: A Challenging and Diverse Benchmark for Generating Multimodal Visualizations from Text EMNLP 2025
LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMs NAACL 2025
On Positional Bias of Faithfulness for Long-form Summarization NAACL 2025
ReIFE: Re-evaluating Instruction-Following Evaluation NAACL 2025
ParaICL: Towards Parallel In-Context Learning NAACL 2025
Adaptation of Large Language Models NAACL 2025
Deploying Tiny LVLM Judges for Real-World Evaluation of Chart Models: Lessons Learned and Best Practices EMNLP 2025
Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization EMNLP 2025
Multi2: Multi-Agent Test-Time Scalable Framework for Multi-Document Processing EMNLP 2025
Investigating Factuality in Long-Form Text Generation: The Roles of Self-Known and Self-Unknownan EMNLP 2025
Learning Auxiliary Tasks Improves Reference-Free Hallucination Detection in Open-Domain Long-Form Generation ACL 2025
CEMTM: Contextual Embedding-based Multimodal Topic Modeling EMNLP 2025
From Charts to Fair Narratives: Uncovering and Mitigating Geo-Economic Biases in Chart-to-Text EMNLP 2025
Demystifying Domain-adaptive Post-training for Financial LLMs EMNLP 2025
What Makes a Good Natural Language Prompt? ACL 2025
Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual Settings ACL 2025
Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging Tasks ACL 2025
Beyond Output Matching: Bidirectional Alignment for Enhanced In-Context Learning ACL 2025
Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts ACL 2024
XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval ACL 2024
Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources ICLR 2024
CodeChain: Towards Modular Code Generation Through Chain of Self-revisions with Representative Sub-modules ICLR 2024
Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing EMNLP 2024
Evaluating Psychological Safety of Large Language Models EMNLP 2024
A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations EMNLP 2024
DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts EMNLP 2024
FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024
Diffusion Model Alignment Using Direct Preference Optimization CVPR 2024
Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP 2024
AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP NAACL 2024
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text NAACL 2024
Lifelong Event Detection with Embedding Space Separation and Compaction NAACL 2024
Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles NAACL 2024
Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization NAACL 2024
Explaining Language Model Predictions with High-Impact Concepts EACL 2024
Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models EMNLP 2024
P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains EMNLP 2024
Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ACL 2024
ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning ACL 2024
XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags ACL 2024
Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning EACL 2024
"X-InstructBLIP: A Framework for Aligning Image, 3D, Audio, Video to LLMs and its Emergent Cross-modal Reasoning" ECCV 2024
Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs ACL 2024
On Context Utilization in Summarization with Large Language Models ACL 2024
NLP+Vis: NLP Meets Visualization EMNLP 2023
HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution EMNLP 2023
Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 2023
Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning ACL 2023
Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ACL 2023
Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL 2023
Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ACL 2023
Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework ACL 2023
SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL 2023
Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation ACL 2023
Is GPT-3 a Good Data Annotator? ACL 2023
Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL 2023
A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets ACL 2023
Unsupervised Summarization Re-ranking ACL 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023
A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets EACL 2023
Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation EMNLP 2023
Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation EMNLP 2023
Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models EMNLP 2023
SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP 2023
UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning EMNLP 2023
Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation EMNLP 2023
UNISON: Unpaired Cross-Lingual Image Captioning AAAI 2022
SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ACL 2022
Refining Low-Resource Unsupervised Translation by Language Disentanglement of Multilingual Translation Model NIPS 2022
Chart-to-Text: A Large-Scale Benchmark for Chart Summarization ACL 2022
Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL 2022
GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems ACL 2022
Weakly Supervised Neuro-Symbolic Module Networks for Numerical Reasoning over Text AAAI 2022
Learning Label Modular Prompts for Text Classification in the Wild EMNLP 2022
Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples EMNLP 2022
Towards Summary Candidates Fusion EMNLP 2022
OpenCQA: Open-ended Question Answering with Charts EMNLP 2022
BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems EMNLP 2022
Data Selection Curriculum for Neural Machine Translation EMNLP 2022
ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL 2022
Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL 2022
Contrastive Clustering to Mine Pseudo Parallel Data for Unsupervised Translation ICLR 2022
Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning EMNLP 2022
Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings COLING 2022
CoHS-CQG: Context and History Selection for Conversational Question Generation COLING 2022
LFPT5: A Unified Framework for Lifelong Few-shot Language Learning Based on Prompt Tuning of T5 ICLR 2022
Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks EACL 2021
Reliability Testing for Natural Language Processing Systems IJCNLP 2021
A Conditional Splitting Framework for Efficient Constituency Parsing IJCNLP 2021
Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP IJCNLP 2021
RST Parsing from Scratch NAACL 2021
Cross-model Back-translated Distillation for Unsupervised Machine Translation ICML 2021
Straight to the Gradient: Learning to Use Novel Tokens for Neural Text Generation ICML 2021
Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots NAACL 2021
Addressing the Vulnerability of NMT in Input Perturbations NAACL 2021
AugVic: Exploiting BiText Vicinity for Low-Resource NMT ACL 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL 2021
A Conditional Splitting Framework for Efficient Constituency Parsing ACL 2021
Reliability Testing for Natural Language Processing Systems ACL 2021
UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL 2021
Align before Fuse: Vision and Language Representation Learning with Momentum Distillation NIPS 2021
Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP 2021
CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP 2021
A Unified Speaker Adaptation Approach for ASR EMNLP 2021
GeDi: Generative Discriminator Guided Sequence Generation EMNLP 2021
MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER IJCNLP 2021
AugVic: Exploiting BiText Vicinity for Low-Resource NMT IJCNLP 2021
Differentiable Window for Dynamic Local Attention ACL 2020
Data Diversification: A Simple Strategy For Neural Machine Translation NIPS 2020
Zero-Resource Cross-Lingual Named Entity Recognition AAAI 2020
Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ACL 2020
It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations ACL 2020
Efficient Constituency Parsing by Pointing ACL 2020
Self-Supervised Relationship Probing NIPS 2020
Finding It at Another Side: A Viewpoint-Adapted Matching Encoder for Change Captioning ECCV 2020
Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses EMNLP 2020
Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP 2020
LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space EMNLP 2020
VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP 2020
Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP 2020
DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks EMNLP 2020
Online Conversation Disentanglement with Pointer Networks EMNLP 2020
Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP 2020
Tree-Structured Attention with Hierarchical Accumulation ICLR 2020
Speech Transformer with Speaker Aware Persistent Memory INTERSPEECH 2020
Universal Speech Transformer INTERSPEECH 2020
Cross Attention with Monotonic Alignment for Speech Transformer INTERSPEECH 2020
A Unified Linear-Time Framework for Sentence-Level Discourse Parsing ACL 2019
Unpaired Image Captioning via Scene Graph Alignments ICCV 2019
Hierarchical Pointer Net Parsing EMNLP 2019
A Unified Neural Coherence Model EMNLP 2019
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite EMNLP 2019
Hierarchical Pointer Net Parsing IJCNLP 2019
A Unified Neural Coherence Model IJCNLP 2019
Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite IJCNLP 2019
Using Clinical Notes with Time Series Data for ICU Management IJCNLP 2019
Using Clinical Notes with Time Series Data for ICU Management EMNLP 2019
Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019
Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation NAACL 2019
Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training NAACL 2019
Discourse Analysis and Its Applications ACL 2019
Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks ACL 2019
Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018
Unpaired Image Captioning by Language Pivoting ECCV 2018
Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach ACL 2018
VQA-E: Explaining, Elaborating, and Enhancing Your Answers for Visual Questions ECCV 2018
SegBot: A Generic Neural Text Segmentation Model with Pointer Network IJCAI 2018
NLP for Conversations: Sentiment, Summarization, and Group Dynamics COLING 2018
Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings EMNLP 2018
A Neural Local Coherence Model ACL 2017
Cross-language Learning with Adversarial Neural Networks CONLL 2017
Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models ACL 2016
An Interactive System for Exploring Community Question Answering Forums COLING 2016
ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English Fora SEMEVAL 2016
A Deep Fusion Model for Domain Adaptation in Phrase-based MT COLING 2016
Joint Learning with Global Inference for Comment Classification in Community Question Answering NAACL 2016
Thread-Level Information for Comment Classification in Community Question Answering IJCNLP 2015
Fine-grained Opinion Mining with Recurrent Neural Networks and Word Embeddings EMNLP 2015
How to Avoid Unwanted Pregnancies: Domain Adaptation using Neural Network Models EMNLP 2015
Global Thread-level Inference for Comment Classification in Community Question Answering EMNLP 2015
QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and English SEMEVAL 2015
Pairwise Neural Machine Translation Evaluation ACL 2015
Thread-Level Information for Comment Classification in Community Question Answering ACL 2015
Pairwise Neural Machine Translation Evaluation IJCNLP 2015
Discriminative Reranking of Discourse Parses Using Tree Kernels EMNLP 2014
Semantic Kernels for Semantic Parsing EMNLP 2014
Learning to Differentiate Better from Worse Translations EMNLP 2014
A Study of using Syntactic and Semantic Structures for Concept Segmentation and Labeling COLING 2014
Using Discourse Structure Improves Machine Translation Evaluation ACL 2014
Towards Topic Labeling with Phrase Entailment and Aggregation NAACL 2013
Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse Analysis ACL 2013
A Novel Discriminative Framework for Sentence-Level Discourse Analysis CONLL 2012
A Novel Discriminative Framework for Sentence-Level Discourse Analysis EMNLP 2012
Exploiting Conversation Structure in Unsupervised Topic Segmentation for Emails EMNLP 2010
Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering? IJCNLP 2009
Do Automatic Annotation Techniques Have Any Impact on Supervised Complex Question Answering? ACL 2009
Improving the Performance of the Random Walk Model for Answering Complex Questions ACL 2008
Selecting Sentences for Answering Complex Questions EMNLP 2008