🧑‍🔬 Shafiq Joty — all works

72 works · ← Shafiq Joty

1. CodeT5: Identifier-aware Unified Pre-trained Encoder-Decoder Models for Code Understanding and Generation ↗Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing · no summary yetYue Wang et al.2021 · 1,712 citations
2. ChartQA: A Benchmark for Question Answering about Charts with Visual and Logical ReasoningFindings of the Association for Computational LinguisticsAhmed Masry, Do Xuan Long, Jia Qing Tan, et al.2022 · 774 citations
3. Fine-grained Opinion Mining with Recurrent Neural Networks and Word EmbeddingsConference on Empirical Methods in Natural Language Processing (EMNLP)Pengfei Liu, Shafiq Joty, Helen Meng2015 · 593 citations
4. GeDi: Generative Discriminator Guided Sequence GenerationFindings of the Association for Computational LinguisticsBen Krause, Akhilesh Deepak Gotmare, Bryan McCann, et al.2021 · 449 citations
5. CODRA: A Novel Discriminative Framework for Rhetorical AnalysisComputational LinguisticsShafiq Joty, Giuseppe Carenini, Raymond T. Ng2015 · 263 citations
6. 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 · no summary yetBram Wallace et al.2024 · 231 citations
7. Combining Intra- and Multi-sentential Rhetorical Parsing for Document-level Discourse AnalysisAnnual Meeting of the Association for Computational Linguistics (ACL)Shafiq Joty, Giuseppe Carenini, Raymond Ng, et al.2013 · 217 citations
8. DAGA: Data Augmentation with a Generation Approach for Low-resource Tagging TasksConference on Empirical Methods in Natural Language Processing (EMNLP)Bosheng Ding, Linlin Liu, Lidong Bing, et al.2020 · 203 citations
9. A Systematic Study and Comprehensive Evaluation of ChatGPT on Benchmark DatasetsFindings of the Association for Computational LinguisticsMd Tahmid Rahman Laskar, M Saiful Bari, Mizanur Rahman, et al.2023 · 200 citations
10. Unpaired Image Captioning via Scene Graph Alignments ↗IEEE/CVF International Conference on Computer Vision (ICCV) · no summary yetJiuxiang Gu et al.2019 · 200 citations
11. Chart-to-Text: A Large-Scale Benchmark for Chart SummarizationAnnual Meeting of the Association for Computational Linguistics (ACL)Shankar Kantharaj, Rixie Tiffany Leong, Xiang Lin, et al.2022 · 163 citations
12. Is GPT-3 a Good Data Annotator? ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetBosheng Ding et al.2023 · 149 citations
13. Is GPT-3 a Good Data Annotator?arXiv:2212.10450Bosheng Ding, Chengwei Qin, Linlin Liu, et al.2022 · 147 citations
14. Verify-and-Edit: A Knowledge-Enhanced Chain-of-Thought FrameworkAnnual Meeting of the Association for Computational Linguistics (ACL)Ruochen Zhao, Xingxuan Li, Shafiq Joty, et al.2023 · 145 citations
15. Using Discourse Structure Improves Machine Translation Evaluation ↗Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetFrancisco Guzmán et al.2014 · 145 citations
16. Sentence-Level Evidence Embedding for Claim Verification with Hierarchical Attention Networks ↗Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics · no summary yetJing Ma et al.2019 · 142 citations
17. Data Augmentation using LLMs: Data Perspectives, Learning Paradigms and Challenges ↗Findings of the Association for Computational Linguistics: ACL 2024 · no summary yetBosheng Ding et al.2024 · 139 citations
18. It's Morphin' Time! Combating Linguistic Discrimination with Inflectional PerturbationsAnnual Meeting of the Association for Computational Linguistics (ACL)Samson Tan, Shafiq Joty, Min-Yen Kan, et al.2020 · 131 citations
19. Domain Adaptation with Adversarial Training and Graph Embeddings ↗Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetFiroj Alam, Shafiq Joty, Muhammad Imran2018 · 131 citations
20. MulDA: A Multilingual Data Augmentation Framework for Low-Resource Cross-Lingual NER ↗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) · no summary yetLinlin Liu et al.2021 · 125 citations
21. UniChart: A Universal Vision-language Pretrained Model for Chart Comprehension and ReasoningConference on Empirical Methods in Natural Language Processing (EMNLP)Ahmed Masry, Parsa Kavehzadeh, Xuan Long Do, et al.2023 · 121 citations
22. Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human EvaluationarXiv:2212.07981Yixin Liu, Alexander R. Fabbri, Pengfei Liu, et al.2022 · 117 citations
23. Chain-of-Knowledge: Grounding Large Language Models via Dynamic Knowledge Adapting over Heterogeneous Sources ↗arXiv:2305.13269 · no summary yetXingxuan Li et al.2023 · 112 citations
24. SummaReranker: A Multi-Task Mixture-of-Experts Re-ranking Framework for Abstractive Summarization ↗Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetMathieu Ravaut, Shafiq Joty, Nancy Chen2022 · 111 citations
25. Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation ↗Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies · no summary yetAlexander Fabbri et al.2021 · 110 citations
26. A Neural Local Coherence Model ↗Proceedings of the 55th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetDat Tien Nguyen, Shafiq Joty2017 · 110 citations
27. A Systematic Survey and Critical Review on Evaluating Large Language Models: Challenges, Limitations, and RecommendationsConference on Empirical Methods in Natural Language Processing (EMNLP)Md Tahmid Rahman Laskar, Sawsan Alqahtani, M Saiful Bari, et al.2024 · 105 citations
28. VD-BERT: A Unified Vision and Dialog Transformer with BERT ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetYue Wang et al.2020 · 105 citations
29. Retrieving Multimodal Information for Augmented Generation: A Survey ↗Findings of the Association for Computational Linguistics: EMNLP 2023 · no summary yetRuochen Zhao et al.2023 · 96 citations
30. A Unified Linear-Time Framework for Sentence-Level Discourse ParsingAnnual Meeting of the Association for Computational Linguistics (ACL)Xiang Lin, Shafiq Joty, Prathyusha Jwalapuram, et al.2019 · 95 citations
31. ConvKN at SemEval-2016 Task 3: Answer and Question Selection for Question Answering on Arabic and English ForaInternational Workshop on Semantic Evaluation (SemEval)Alberto Barrón-Cedeño, Daniele Bonadiman, Giovanni Da San Martino, et al.2016 · 82 citations
32. Using Clinical Notes with Time Series Data for ICU Management ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetSwaraj Khadanga et al.2019 · 76 citations
33. A Unified Neural Coherence Model ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetHan Cheol Moon et al.2019 · 76 citations
34. QCRI: Answer Selection for Community Question Answering - Experiments for Arabic and EnglishInternational Workshop on Semantic Evaluation (SemEval)Massimo Nicosia, Simone Filice, Alberto Barrón-Cedeño, et al.2015 · 76 citations
35. Pairwise Neural Machine Translation Evaluation ↗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) · no summary yetFrancisco Guzmán et al.2015 · 70 citations
36. On Context Utilization in Summarization with Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Mathieu Ravaut, Aixin Sun, Nancy Chen, et al.2024 · 67 citations
37. DiscoTK: Using Discourse Structure for Machine Translation Evaluation ↗Proceedings of the Ninth Workshop on Statistical Machine Translation · no summary yetShafiq Joty et al.2014 · 61 citations
38. Revisiting the Gold Standard: Grounding Summarization Evaluation with Robust Human Evaluation ↗Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) · no summary yetYixin Liu et al.2023 · 60 citations
39. Dialogue Act Recognition in Synchronous and Asynchronous ConversationsSIGDIAL ConferenceMaryam Tavafi, Yashar Mehdad, Shafiq Joty, et al.2013 · 60 citations
40. Benchmarking Generation and Evaluation Capabilities of Large Language Models for Instruction Controllable Summarization ↗arXiv:2311.09184 · no summary yetYixin Liu et al.2023 · 59 citations
41. Mind Your Inflections! Improving NLP for Non-Standard Englishes with Base-Inflection Encoding ↗Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing (EMNLP) · no summary yetSamson Tan et al.2020 · 57 citations
42. Democratizing LLMs for Low-Resource Languages by Leveraging their English Dominant Abilities with Linguistically-Diverse PromptsAnnual Meeting of the Association for Computational Linguistics (ACL)Xuan-Phi Nguyen, Mahani Aljunied, Shafiq Joty, et al.2024 · 55 citations
43. XCodeEval: An Execution-based Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and RetrievalAnnual Meeting of the Association for Computational Linguistics (ACL)Mohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do, et al.2024 · 51 citations
44. Tree-structured Attention with Hierarchical Accumulation ↗arXiv:2002.08046 · no summary yetXuan-Phi Nguyen et al.2020 · 49 citations
45. RST Parsing from ScratchConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Thanh-Tung Nguyen, Xuan-Phi Nguyen, Shafiq Joty, et al.2021 · 44 citations
46. xCodeEval: A Large Scale Multilingual Multitask Benchmark for Code Understanding, Generation, Translation and RetrievalarXiv:2303.03004Mohammad Abdullah Matin Khan, M Saiful Bari, Xuan Long Do, et al.2023 · 42 citations
47. Discriminative Reranking of Discourse Parses Using Tree KernelsConference on Empirical Methods in Natural Language Processing (EMNLP)Shafiq Joty, Alessandro Moschitti2014 · 42 citations
48. Machine Translation Evaluation with Neural Networks ↗arXiv:1710.02095 · Computer Speech & Language 45: 180-200 (2017) · no summary yetFrancisco Guzman et al.2017 · 41 citations
49. Discourse Structure in Machine Translation EvaluationComputational LinguisticsShafiq Joty, Francisco Guzmán, Lluís Màrquez, et al.2017 · 40 citations
50. A Survey of Frontiers in LLM Reasoning: Inference Scaling, Learning to Reason, and Agentic Systems ↗arXiv:2504.09037 · no summary yetZixuan Ke et al.2025 · 39 citations
51. Direct Judgement Preference OptimizationConference on Empirical Methods in Natural Language Processing (EMNLP)PeiFeng Wang, Austin Xu, Yilun Zhou, et al.2025 · 35 citations
52. Data Augmentation using Large Language Models: Data Perspectives, Learning Paradigms and Challenges ↗arXiv:2403.02990 · no summary yetBosheng Ding et al.2024 · 32 citations
53. ChartGemma: Visual Instruction-tuning for Chart Reasoning in the Wild ↗arXiv:2407.04172 · no summary yetAhmed Masry et al.2024 · 32 citations
54. Learning Planning-based Reasoning by Trajectories Collection and Process Reward SynthesizingConference on Empirical Methods in Natural Language Processing (EMNLP)Fangkai Jiao, Chengwei Qin, Zhengyuan Liu, et al.2024 · 31 citations
55. Evaluating Pronominal Anaphora in Machine Translation: An Evaluation Measure and a Test Suite ↗Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing (EMNLP-IJCNLP) · no summary yetPrathyusha Jwalapuram et al.2019 · 30 citations
56. L2CEval: Evaluating Language-to-Code Generation Capabilities of Large Language ModelsTransactions of the Association for Computational Linguistics (TACL)Ansong Ni, Pengcheng Yin, Yilun Zhao, et al.2024 · 27 citations
57. Speech Act Modeling of Written Asynchronous Conversations with Task-Specific Embeddings and Conditional Structured ModelsAnnual Meeting of the Association for Computational Linguistics (ACL)Shafiq Joty, Enamul Hoque2016 · 27 citations
58. Explicit Memory Tracker with Coarse-to-Fine Reasoning for Conversational Machine Reading ↗Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics · no summary yetYifan Gao et al.2020 · 26 citations
59. Modeling Speech Acts in Asynchronous Conversations: A Neural-CRF ApproachShafiq Joty, Tasnim MohiuddinEnglish · 20 citations
60. On Positional Bias of Faithfulness for Long-form Summarization ↗Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers) · no summary yetDavid Wan et al.2025 · 18 citations
61. Preference Optimization for Reasoning with Pseudo FeedbackarXiv:2411.16345Fangkai Jiao, Geyang Guo, Xingxing Zhang, et al.2024 · 15 citations
62. Does Context Matter? ContextualJudgeBench for Evaluating LLM-based Judges in Contextual SettingsAnnual Meeting of the Association for Computational Linguistics (ACL)Austin Xu, Srijan Bansal, Yifei Ming, et al.2025 · 14 citations
63. LLMs Are Biased Towards Output Formats! Systematically Evaluating and Mitigating Output Format Bias of LLMsConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Do Xuan Long, Hai Nguyen Ngoc, Tiviatis Sim, et al.2025 · 14 citations
64. Discovering the Gems in Early Layers: Accelerating Long-Context LLMs with 1000x Input Token ReductionFindings of the Association for Computational LinguisticsZhenmei Shi, Yifei Ming, Xuan-Phi Nguyen, et al.2026 · 13 citations
65. Can We Further Elicit Reasoning in LLMs? Critic-Guided Planning with Retrieval-Augmentation for Solving Challenging TasksAnnual Meeting of the Association for Computational Linguistics (ACL)Xingxuan Li, Weiwen Xu, Ruochen Zhao, et al.2025 · 13 citations
66. Can Your Context-Aware MT System Pass the DiP Benchmark Tests? : Evaluation Benchmarks for Discourse Phenomena in Machine Translation ↗arXiv:2004.14607 · no summary yetPrathyusha Jwalapuram et al.2020 · 11 citations
67. DnA-Eval: Enhancing Large Language Model Evaluation through Decomposition and AggregationInternational Conference on Computational Linguistics (COLING)Minzhi Li, Zhengyuan Liu, Shumin Deng, et al.2025 · 10 citations
68. Adaptation of Hierarchical Structured Models for Speech Act Recognition in Asynchronous ConversationConference of the North American Chapter of the Association for Computational Linguistics (NAACL)Tasnim Mohiuddin, Thanh-Tung Nguyen, Shafiq Joty2019 · 7 citations
69. J4R: Learning to Judge with Equivalent Initial State Group Relative Policy OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL)Austin Xu, Yilun Zhou, Xuan-Phi Nguyen, et al.2026 · 3 citations
70. Hard2Verify: A Step-Level Verification Benchmark for Open-Ended Frontier MathAnnual Meeting of the Association for Computational Linguistics (ACL)Shrey Pandit, Austin Xu, Xuan-Phi Nguyen, et al.2026 · 2 citations
71. Aligning Text, Code, and Vision: A Multi-Objective Reinforcement Learning Framework for Text-to-VisualizationConference of the European Chapter of the Association for Computational Linguistics (EACL)Mizanur Rahman, Mohammed Saidul Islam, Md Tahmid Rahman Laskar, et al.2026
72. Addressing Community Question Answering in English and ArabicarXiv:1610.05522Giovanni Da San Martino, Alberto Barron-Cedeno, Salvatore Romeo, et al.2016

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