Prafulla Kumar Choubey

Most-cited papers

In Plain Sight: Media Bias Through the Lens of Factual Reporting
Lisa Fan, M. White, E. Sharma, Ruisi Su +3 more
2019Conference on Empirical Methods in Natural Language Processing136 citations Open access
Semantic Scholar
Modeling Document-level Causal Structures for Event Causal Relation Identification
Lei Gao, Prafulla Kumar Choubey, Ruihong Huang
2019North American Chapter of the Association for Computational Linguistics104 citations Open access
Semantic Scholar
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System
Zhi-Wei Liu, Weiran Yao, Jianguo Zhang, Liangwei Yang +9 more
2024arXiv.org71 citations
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Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events
Prafulla Kumar Choubey, Ruihong Huang
2017Conference on Empirical Methods in Natural Language Processing68 citations Open access
Semantic Scholar
Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event
Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang, Lu Wang
2020Annual Meeting of the Association for Computational Linguistics66 citations Open access
Semantic Scholar
CRMArena-Pro: Holistic Assessment of LLM Agents Across Diverse Business Scenarios and Interactions
Kung-Hsiang Huang, Akshara Prabhakar, Onkar Thorat, Divyansh Agarwal +5 more
2025Trans. Mach. Learn. Res.60 citations
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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
Kung-Hsiang Huang, Philippe Laban, A. R. Fabbri, Prafulla Kumar Choubey +3 more
2023North American Chapter of the Association for Computational Linguistics59 citations Open access
Semantic Scholar
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events
Prafulla Kumar Choubey, Ruihong Huang
2017Conference on Empirical Methods in Natural Language Processing52 citations Open access
Semantic Scholar
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
Nan Zhang, Prafulla Kumar Choubey, A. R. Fabbri, Gabriel Bernadett-Shapiro +4 more
2024arXiv.org41 citations
Semantic Scholar
Power efficient, bandwidth optimized and fault tolerant sensor management for IOT in Smart Home
Prafulla Kumar Choubey, Shubham Pateria, Aseem Saxena, Vaisakh Punnekkattu Chirayil Sb +2 more
2015IEEE International Advance Computing Conference36 citations
Semantic Scholar
Benchmarking Deep Search over Heterogeneous Enterprise Data
Prafulla Kumar Choubey, Xiang-Yu Peng, Shilpa Bhagavath, Kung-Hsiang Huang +2 more
2025Conference on Empirical Methods in Natural Language Processing32 citations
Semantic Scholar
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts
Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani
2021International Conference on Learning Representations30 citations
Semantic Scholar
Nudging the Boundaries of LLM Reasoning
J. Chen, Becky Xiangyu Peng, Prafulla Kumar Choubey, Kung-Hsiang Huang +3 more
2025arXiv.org28 citations
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Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations
Prafulla Kumar Choubey, K. Raju, Ruihong Huang
2018North American Chapter of the Association for Computational Linguistics28 citations Open access
Semantic Scholar
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures
Prafulla Kumar Choubey, Ruihong Huang
2018Annual Meeting of the Association for Computational Linguistics28 citations Open access
Semantic Scholar
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization
Prafulla Kumar Choubey, A. R. Fabbri, J. Vig, Chien-Sheng Wu +2 more
2021Annual Meeting of the Association for Computational Linguistics24 citations Open access
Semantic Scholar
Improving Factual Consistency in Summarization with Compression-Based Post-Editing
A. R. Fabbri, Prafulla Kumar Choubey, J. Vig, Chien-Sheng Wu +1 more
2022Conference on Empirical Methods in Natural Language Processing22 citations Open access
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Agentic Uncertainty Quantification
Jia-Xin Zhang, Prafulla Kumar Choubey, Kung-Hsiang Huang, Cai-Ming Xiong +1 more
2026arXiv.org19 citations
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XGen-7B Technical Report
E. Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang +21 more
2023arXiv.org17 citations Open access
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Improving Dialogue State Tracking by Discerning the Relevant Context
Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang
2019North American Chapter of the Association for Computational Linguistics15 citations Open access
Semantic Scholar
Unanswerability Evaluation for Retrieval Augmented Generation
Xiang-Yu Peng, Prafulla Kumar Choubey, Cai-Ming Xiong, Chien-Sheng Wu
2024Annual Meeting of the Association for Computational Linguistics14 citations Open access
Semantic Scholar
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning
Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu +1 more
2022International Conference on Learning Representations14 citations Open access
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Content aware targeted image manipulation to reduce power consumption in OLED panels
Prafulla Kumar Choubey, A. K. Singh, Raghu B. Bankapur, Vaisakh Punnekkattu Chirayil Sb +1 more
2015International Conference on Contemporary Computing14 citations
Semantic Scholar
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage
Kai-Ge Xie, Philippe Laban, Prafulla Kumar Choubey, Cai-Ming Xiong +1 more
2024North American Chapter of the Association for Computational Linguistics13 citations
Semantic Scholar
Garuda & Bhasha at SemEval-2016 Task 11: Complex Word Identification Using Aggregated Learning Models
Prafulla Kumar Choubey, Shubham Pateria
2016International Workshop on Semantic Evaluation13 citations Open access
Semantic Scholar
Improving Gender Translation Accuracy with Filtered Self-Training
Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, G. Dinu
2021arXiv.org11 citations
Semantic Scholar
Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics
Prafulla Kumar Choubey, Ruihong Huang
2021Conference on Empirical Methods in Natural Language Processing9 citations Open access
Semantic Scholar
Proceedings of the Fourth Workshop on NLP for Internet Freedom: Censorship, Disinformation, and Propaganda
Antonis Maronikolakis, Hinrich Schütze, Mark Stevenson, T. Brown +496 more
20219 citations Open access
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Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure
Bohan Zhang, Prafulla Kumar Choubey, Ruihong Huang
2022Annual Meeting of the Association for Computational Linguistics8 citations Open access
Semantic Scholar
Scaling Knowledge Graph Construction through Synthetic Data Generation and Distillation
Prafulla Kumar Choubey, Xin Su, Man Luo, Xiang-Yu Peng +8 more
20247 citations
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Automatic Data Acquisition for Event Coreference Resolution
Prafulla Kumar Choubey, Ruihong Huang
2021Conference of the European Chapter of the Association for Computational Linguistics7 citations Open access
Semantic Scholar
Turning Conversations into Workflows: A Framework to Extract and Evaluate Dialog Workflows for Service AI Agents
Prafulla Kumar Choubey, Xiang-Yu Peng, Shilpa Bhagavath, Cai-Ming Xiong +2 more
2025Annual Meeting of the Association for Computational Linguistics6 citations
Semantic Scholar
AKTSKI at SemEval-2016 Task 5: Aspect Based Sentiment Analysis for Consumer Reviews
Shubham Pateria, Prafulla Kumar Choubey
2016International Workshop on Semantic Evaluation6 citations Open access
Semantic Scholar
MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization
Prafulla Kumar Choubey, J. Vig, Wen-Hao Liu, Nazneen Rajani
2021arXiv.org5 citations
Semantic Scholar
Dont Stop Early: Scalable Enterprise Deep Research with Controlled Information Flow and Evidence-Aware Termination
Prafulla Kumar Choubey, Kung-Hsiang Huang, P. N. Venkit, Jia-Xin Zhang +4 more
2026Annual Meeting of the Association for Computational Linguistics4 citations
Semantic Scholar
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency
Prafulla Kumar Choubey, Yunru Bai, Chien-Sheng Wu, Wen-Hao Liu +1 more
2022Conference on Empirical Methods in Natural Language Processing4 citations Open access
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TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution
Prafulla Kumar Choubey, Ruihong Huang
2017Text Analysis Conference4 citations
Semantic Scholar
Speculate with Memory: Lossless Acceleration for LLM Agents
Yu Li, Qinyuan Ye, Prafulla Kumar Choubey, Jia-Xin Zhang +1 more
2026arXiv.org3 citations
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Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs
Prafulla Kumar Choubey, Ruihong Huang
2022AACL3 citations Open access
Semantic Scholar
GTA: Generating Long-horizon Tasks for Web Agents at Scale
Tenghao Huang, Kung-Hsiang Huang, Prafulla Kumar Choubey, Yilun Zhou +3 more
2026Annual Meeting of the Association for Computational Linguistics2 citations Open access
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Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries
Prafulla Kumar Choubey, A. R. Fabbri, Cai-Ming Xiong, Chien-Sheng Wu
2023Conference on Empirical Methods in Natural Language Processing2 citations
Semantic Scholar
Fork Where the Model Changes Its Mind: Belief-Shift Branching for Tree-Structured Reinforcement Learning
Bin Lei, Yu Li, Prafulla Kumar Choubey, Jia-Xin Zhang +6 more
20261 citations
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One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words
Prafulla Kumar Choubey, Ruihong Huang
2020International Conference on Language Resources and Evaluation1 citations
Semantic Scholar
Redesigning and Auditing Deep Research Writing for Faithful Reports
Hiroaki Hayashi, P. N. Venkit, Prafulla Kumar Choubey, Chien-Sheng Wu
20260 citations
Semantic Scholar
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
Nan Zhang, Prafulla Kumar Choubey, A. R. Fabbri, Gabriel Bernadett-Shapiro +4 more
2025International Conference on Learning Representations0 citations
Semantic Scholar