NLPExplorer

Shafiq Joty

Number of Papers:- 138

Number of Citations:- 307

First ACL Paper:- 2007

Latest ACL Paper:- 2024

Venues:-

NAACL

SIGDIAL

CoNLL

CALCS

COLING

MTSummit

EMNLP

Findings

HumEval

insights

TACL

ACL

KnowLLM

EACL

WMT

*SEMEVAL

IJCNLP

sustainlp

Co-Authors:-

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Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles NAACL

AdaPT: A Set of Guidelines for Hyperbolic Multimodal Multilingual NLP F i n d i n g s - N A A C L

Lifelong Event Detection with Embedding Space Separation and Compaction NAACL

Explaining Language Model Predictions with High-Impact Concepts F i n d i n g s - E A C L

Ruochen Zhao | Tan Wang | Yongjie Wang | Shafiq Joty |

evision PDF of 'Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL

Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization F i n d i n g s - N A A C L

DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text F i n d i n g s - N A A C L

Efficiently Aligned Cross-Lingual Transfer Learning for Conversational Tasks using Prompt-Tuning F i n d i n g s - E A C L

On Context Utilization in Summarization with Large Language Models ACL

Mathieu Ravaut | Aixin Sun | Nancy Chen | Shafiq Joty |

Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse Prompts ACL

Xuan-Phi Nguyen | Mahani Aljunied | Shafiq Joty | Lidong Bing |

Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges F i n d i n g s - A C L

XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and Retrieval ACL

Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs KnowLLM WS

XL-HeadTags: Leveraging Multimodal Retrieval Augmentation for the Multilingual Generation of News Headlines and Tags F i n d i n g s - A C L

ChartInstruct: Instruction Tuning for Chart Comprehension and Reasoning F i n d i n g s - A C L

L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language Models TACL

Prompt Leakage effect and mitigation strategies for multi-turn LLM Applications EMNLP

A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and Recommendations EMNLP

FOLIO: Natural Language Reasoning with First-Order Logic EMNLP

Open-RAG: Enhanced Retrieval Augmented Reasoning with Open-Source Large Language Models F i n d i n g s - E M N L P

DataNarrative: Automated Data-Driven Storytelling with Visualizations and Texts EMNLP

Learning Planning-based Reasoning by Trajectories Collection and Process Reward Synthesizing EMNLP

P-FOLIO: Evaluating and Improving Logical Reasoning with Abundant Human-Written Reasoning Chains F i n d i n g s - E M N L P

Evaluating Psychological Safety of Large Language Models EMNLP

Proceedings of the 24th Meeting of the Special Interest Group on Discourse and Dialogue SIGDIAL

Personalized Distillation: Empowering Open-Sourced LLMs with Adaptive Learning for Code Generation EMNLP

Hailin Chen | Amrita Saha | Steven Hoi | Shafiq Joty |

NLP+Vis: NLP Meets Visualization EMNLP

Shafiq Joty | Enamul Hoque | Jesse Vig |

A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark Datasets F i n d i n g s - A C L

Randomized Smoothing with Masked Inference for Adversarially Robust Text Classifications ACL

SummEdits: Measuring LLM Ability at Factual Reasoning Through The Lens of Summarization EMNLP

Unsupervised Summarization Re-ranking F i n d i n g s - A C L

Mathieu Ravaut | Shafiq Joty | Nancy Chen |

A Data-centric Framework for Improving Domain-specific Machine Reading Comprehension Datasets insights WS

Did You Read the Instructions? Rethinking the Effectiveness of Task Definitions in Instruction Learning ACL

Hierarchical Evaluation Framework: Best Practices for Human Evaluation HumEval WS

Towards Interpretable and Efficient Automatic Reference-Based Summarization Evaluation EMNLP

Lifelong Sequence Generation with Dynamic Module Expansion and Adaptation EMNLP

Chengwei Qin | Chen Chen | Shafiq Joty |

Towards Low-Resource Automatic Program Repair with Meta-Learning and Pretrained Language Models EMNLP

Weishi Wang | Yue Wang | Steven Hoi | Shafiq Joty |

Towards Robust Low-Resource Fine-Tuning with Multi-View Compressed Representations ACL

Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ACL

HPE: Answering Complex Questions over Text by Hybrid Question Parsing and Execution F i n d i n g s - E M N L P

evision PDF of 'Retrieving Multimodal Information for Augmented Generation: A Survey F i n d i n g s - E M N L P

Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought Framework ACL

Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding F i n d i n g s - A C L

UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and Reasoning EMNLP

Is GPT-3 a Good Data Annotator? ACL

Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL

Chengwei Qin | Shafiq Joty | Qian Li | Ruochen Zhao |

SWiPE: A Dataset for Document-Level Simplification of Wikipedia Pages ACL

Modeling What-to-ask and How-to-ask for Answer-unaware Conversational Question Generation ACL

SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ACL

Mathieu Ravaut | Shafiq Joty | Nancy Chen |

Continual Few-shot Relation Learning via Embedding Space Regularization and Data Augmentation ACL

Chengwei Qin | Shafiq Joty |

GlobalWoZ: Globalizing MultiWoZ to Develop Multilingual Task-Oriented Dialogue Systems ACL

ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical Reasoning ACL Findings

Chart-to-Text: A Large-Scale Benchmark for Chart Summarization ACL

Rethinking Self-Supervision Objectives for Generalizable Coherence Modeling ACL

Prathyusha Jwalapuram | Shafiq Joty | Xiang Lin |

CoHS-CQG: Context and History Selection for Conversational Question Generation COLING

Towards Multi-Sense Cross-Lingual Alignment of Contextual Embeddings COLING

Alleviating Sparsity of Open Knowledge Graphs with Ternary Contrastive Learning F i n d i n g s - E M N L P

Towards Summary Candidates Fusion EMNLP

Mathieu Ravaut | Shafiq Joty | Nancy Chen |

Enhancing Multilingual Language Model with Massive Multilingual Knowledge Triples EMNLP

Learning Label Modular Prompts for Text Classification in the Wild EMNLP

Hailin Chen | Amrita Saha | Shafiq Joty | Steven C.H. Hoi |

Data Selection Curriculum for Neural Machine Translation F i n d i n g s - E M N L P

BotSIM: An End-to-End Bot Simulation Framework for Commercial Task-Oriented Dialog Systems EMNLP

OpenCQA: Open-ended Question Answering with Charts EMNLP

Rethinking Coherence Modeling: Synthetic vs. Downstream Tasks EACL

Tasnim Mohiuddin | Prathyusha Jwalapuram | Xiang Lin | Shafiq Joty |

Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation NAACL

Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots CALCS NAACL

Samson Tan | Shafiq Joty |

Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots NAACL

Samson Tan | Shafiq Joty |

Addressing the Vulnerability of NMT in Input Perturbations NAACL

RST Parsing from Scratch NAACL

Thanh-Tung Nguyen | Xuan-Phi Nguyen | Shafiq Joty | Xiaoli Li |

UXLA: A Robust Unsupervised Data Augmentation Framework for Zero-Resource Cross-Lingual NLP ACL IJCNLP

M Saiful Bari | Tasnim Mohiuddin | Shafiq Joty |

GeDi: Generative Discriminator Guided Sequence Generation EMNLP Findings

Effective Fine-Tuning Methods for Cross-lingual Adaptation EMNLP

Tao Yu | Shafiq Joty |

A Conditional Splitting Framework for Efficient Constituency Parsing ACL IJCNLP

Thanh-Tung Nguyen | Xuan-Phi Nguyen | Shafiq Joty | Xiaoli Li |

CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation EMNLP

Yue Wang | Weishi Wang | Shafiq Joty | Steven C.H. Hoi |

MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ACL IJCNLP

AugVic: Exploiting BiText Vicinity for Low-Resource NMT Findings

Tasnim Mohiuddin | M Saiful Bari | Shafiq Joty |

Reliability Testing for Natural Language Processing Systems ACL IJCNLP

A Unified Speaker Adaptation Approach for ASR EMNLP

Efficient Constituency Parsing by Pointing ACL

Thanh-Tung Nguyen | Xuan-Phi Nguyen | Shafiq Joty | Xiaoli Li |

Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ACL

Differentiable Window for Dynamic Local Attention ACL

Thanh-Tung Nguyen | Xuan-Phi Nguyen | Shafiq Joty | Xiaoli Li |

It’s Morphin’ Time! Combating Linguistic Discrimination with Inflectional Perturbations ACL

Samson Tan | Shafiq Joty | Min-Yen Kan | Richard Socher |

Unsupervised Word Translation with Adversarial Autoencoder CL

Tasnim Mohiuddin | Shafiq Joty |

Pronoun-Targeted Fine-tuning for NMT with Hybrid Losses EMNLP

Prathyusha Jwalapuram | Shafiq Joty | Youlin Shen |

Response Selection for Multi-Party Conversations with Dynamic Topic Tracking EMNLP

Weishi Wang | Steven C.H. Hoi | Shafiq Joty |

evision PDF of 'Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding EMNLP

Samson Tan | Shafiq Joty | Lav Varshney | Min-Yen Kan |

Discern: Discourse-Aware Entailment Reasoning Network for Conversational Machine Reading EMNLP

Online Conversation Disentanglement with Pointer Networks EMNLP

Tao Yu | Shafiq Joty |

VD-BERT: A Unified Vision and Dialog Transformer with BERT EMNLP

LNMap: Departures from Isomorphic Assumption in Bilingual Lexicon Induction Through Non-Linear Mapping in Latent Space EMNLP

Tasnim Mohiuddin | M Saiful Bari | Shafiq Joty |

DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging Tasks EMNLP

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing EMNLP sustainlp

Hierarchical Pointer Net Parsing EMNLP

A Unified Neural Coherence Model EMNLP

Han Cheol Moon | Tasnim Mohiuddin | Shafiq Joty | Chi Xu |

Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite EMNLP

Prathyusha Jwalapuram | Shafiq Joty | Irina Temnikova | Preslav Nakov |

Using Clinical Notes with Time Series Data for ICU Management EMNLP

Swaraj Khadanga | Karan Aggarwal | Shafiq Joty | Jaideep Srivastava |

Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous Conversation NAACL

Tasnim Mohiuddin | Thanh-Tung Nguyen | Shafiq Joty |

Revisiting Adversarial Autoencoder for Unsupervised Word Translation with Cycle Consistency and Improved Training NAACL

Tasnim Mohiuddin | Shafiq Joty |

Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks ACL

Jing Ma | Wei Gao | Shafiq Joty | Kam-Fai Wong |

A Unified Linear-Time Framework for Sentence-Level Discourse Parsing ACL

Xiang Lin | Shafiq Joty | Prathyusha Jwalapuram | M Saiful Bari |

Discourse Analysis and Its Applications ACL

Shafiq Joty | Giuseppe Carenini | Raymond Ng | Gabriel Murray |

NLP for Conversations: Sentiment, Summarization, and Group Dynamics COLING

Gabriel Murray | Giuseppe Carenini | Shafiq Joty |

Joint Multitask Learning for Community Question Answering Using Task-Specific Embeddings EMNLP

Shafiq Joty | Lluís Màrquez | Preslav Nakov |

Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF Approach CL

Shafiq Joty | Tasnim Mohiuddin |

Coherence Modeling of Asynchronous Conversations: A Neural Entity Grid Approach ACL

Shafiq Joty | Muhammad Tasnim Mohiuddin | Dat Tien Nguyen |

Domain Adaptation with Adversarial Training and Graph Embeddings ACL

Firoj Alam | Shafiq Joty | Muhammad Imran |

Discourse Structure in Machine Translation Evaluation CL

Shafiq Joty | Francisco Guzmán | Lluís Màrquez | Preslav Nakov |

Cross-language Learning with Adversarial Neural Networks CoNLL

Shafiq Joty | Preslav Nakov | Lluís Màrquez | Israa Jaradat |

A Neural Local Coherence Model ACL

Dat Tien Nguyen | Shafiq Joty |

A Deep Fusion Model for Domain Adaptation in Phrase-based MT COLING

Nadir Durrani | Hassan Sajjad | Shafiq Joty | Ahmed Abdelali |

An Interactive System for Exploring Community Question Answering Forums COLING

Joint Learning with Global Inference for Comment Classification in Community Question Answering NAACL

Shafiq Joty | Lluís Màrquez | Preslav Nakov |

Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured Models ACL

Shafiq Joty | Enamul Hoque |

Interactive Exploration of Asynchronous Conversations: Applying a User-centered Approach to Design a Visual Text Analytic System WS

Enamul Hoque | Giuseppe Carenini | Shafiq Joty |