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ORCIDPrafulla Kumar Choubey
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2020 – today
- 2024
[c21]Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu:
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. NAACL-HLT 2024: 570-593- [i21]Zhiwei Liu, Weiran Yao, Jianguo Zhang, Liangwei Yang, Zuxin Liu, Juntao Tan, Prafulla Kumar Choubey, Tian Lan, Jason Wu, Huan Wang, Shelby Heinecke, Caiming Xiong, Silvio Savarese:
AgentLite: A Lightweight Library for Building and Advancing Task-Oriented LLM Agent System. CoRR abs/2402.15538 (2024) - [i20]Kaige Xie, Philippe Laban, Prafulla Kumar Choubey, Caiming Xiong, Chien-Sheng Wu:
Do RAG Systems Cover What Matters? Evaluating and Optimizing Responses with Sub-Question Coverage. CoRR abs/2410.15531 (2024) - [i19]Prafulla Kumar Choubey, Xin Su, Man Luo, Xiangyu Peng, Caiming Xiong, Tiep Le, Shachar Rosenman, Vasudev Lal, Phil Mui, Ricky Ho Yin Chan, Phillip Howard, Chien-Sheng Wu:
Distill-SynthKG: Distilling Knowledge Graph Synthesis Workflow for Improved Coverage and Efficiency. CoRR abs/2410.16597 (2024) - [i18]Nan Zhang, Prafulla Kumar Choubey, Alexander R. Fabbri, Gabriel Bernadett-Shapiro, Rui Zhang, Prasenjit Mitra, Caiming Xiong, Chien-Sheng Wu:
SiReRAG: Indexing Similar and Related Information for Multihop Reasoning. CoRR abs/2412.06206 (2024) - [i17]Xiangyu Peng, Prafulla Kumar Choubey, Caiming Xiong, Chien-Sheng Wu:
Unanswerability Evaluation for Retreival Augmented Generation. CoRR abs/2412.12300 (2024) - 2023
- [c20]Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani:
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization. ACL (Findings) 2023: 10755-10773 - [c19]Prafulla Kumar Choubey, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu:
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries. EMNLP (Findings) 2023: 7269-7283 - [c18]Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu, Caiming Xiong:
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning. ICLR 2023 - [i16]Erik Nijkamp, Tian Xie, Hiroaki Hayashi, Bo Pang, Congying Xia, Chen Xing, Jesse Vig, Semih Yavuz, Philippe Laban, Ben Krause, Senthil Purushwalkam, Tong Niu, Wojciech Kryscinski, Lidiya Murakhovs'ka, Prafulla Kumar Choubey, Alexander R. Fabbri, Ye Liu, Rui Meng, Lifu Tu, Meghana Bhat, Chien-Sheng Wu, Silvio Savarese, Yingbo Zhou, Shafiq Joty, Caiming Xiong:
XGen-7B Technical Report. CoRR abs/2309.03450 (2023) - [i15]Kung-Hsiang Huang, Philippe Laban, Alexander R. Fabbri, Prafulla Kumar Choubey, Shafiq Joty, Caiming Xiong, Chien-Sheng Wu:
Embrace Divergence for Richer Insights: A Multi-document Summarization Benchmark and a Case Study on Summarizing Diverse Information from News Articles. CoRR abs/2309.09369 (2023) - [i14]Prafulla Kumar Choubey, Alexander R. Fabbri, Caiming Xiong, Chien-Sheng Wu:
Lexical Repetitions Lead to Rote Learning: Unveiling the Impact of Lexical Overlap in Train and Test Reference Summaries. CoRR abs/2311.09458 (2023) - 2022
- [c17]Bohan Zhang, Prafulla Kumar Choubey, Ruihong Huang:
Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure. ACL (2) 2022: 255-261 - [c16]Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani:
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. EMNLP 2022: 3027-3034 - [c15]Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong:
Improving Factual Consistency in Summarization with Compression-Based Post-Editing. EMNLP 2022: 9149-9156 - [c14]Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani:
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts. ICLR 2022 - [c13]Prafulla Kumar Choubey, Ruihong Huang:
Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs. AACL/IJCNLP (2) 2022: 357-365 - [i13]Prafulla Kumar Choubey, Ruihong Huang:
Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs. CoRR abs/2210.11787 (2022) - [i12]Xiangyu Peng, Chen Xing, Prafulla Kumar Choubey, Chien-Sheng Wu, Caiming Xiong:
Model ensemble instead of prompt fusion: a sample-specific knowledge transfer method for few-shot prompt tuning. CoRR abs/2210.12587 (2022) - [i11]Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani:
Conformal Predictor for Improving Zero-shot Text Classification Efficiency. CoRR abs/2210.12619 (2022) - [i10]Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong:
Improving Factual Consistency in Summarization with Compression-Based Post-Editing. CoRR abs/2211.06196 (2022) - 2021
- [c12]Prafulla Kumar Choubey, Ruihong Huang:
Automatic Data Acquisition for Event Coreference Resolution. EACL 2021: 1185-1196 - [c11]Prafulla Kumar Choubey, Ruihong Huang:
Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics. EMNLP (Findings) 2021: 1594-1605 - [c10]Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu:
GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation. EMNLP (1) 2021: 1640-1654 - [i9]Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu:
Improving Gender Translation Accuracy with Filtered Self-Training. CoRR abs/2104.07695 (2021) - [i8]Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani:
MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization. CoRR abs/2110.07166 (2021) - [i7]Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani:
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts. CoRR abs/2110.07280 (2021) - 2020
- [c9]Prafulla Kumar Choubey, Aaron Lee, Ruihong Huang, Lu Wang:
Discourse as a Function of Event: Profiling Discourse Structure in News Articles around the Main Event. ACL 2020: 5374-5386 - [c8]Prafulla Kumar Choubey, Ruihong Huang:
One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words. LREC 2020: 5978-5985
2010 – 2019
- 2019
- [c7]Lisa Fan, Marshall White, Eva Sharma, Ruisi Su, Prafulla Kumar Choubey, Ruihong Huang, Lu Wang:
In Plain Sight: Media Bias Through the Lens of Factual Reporting. EMNLP/IJCNLP (1) 2019: 6342-6348 - [c6]Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang:
Improving Dialogue State Tracking by Discerning the Relevant Context. NAACL-HLT (1) 2019: 576-581 - [c5]Lei Gao, Prafulla Kumar Choubey, Ruihong Huang:
Modeling Document-level Causal Structures for Event Causal Relation Identification. NAACL-HLT (1) 2019: 1808-1817 - [i6]Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang:
Improving Dialogue State Tracking by Discerning the Relevant Context. CoRR abs/1904.02800 (2019) - [i5]Lisa Fan, Marshall White, Eva Sharma, Ruisi Su, Prafulla Kumar Choubey, Ruihong Huang, Lu Wang:
In Plain Sight: Media Bias Through the Lens of Factual Reporting. CoRR abs/1909.02670 (2019) - 2018
- [c4]Prafulla Kumar Choubey, Ruihong Huang:
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures. ACL (1) 2018: 485-495 - [c3]Prafulla Kumar Choubey, Kaushik Raju, Ruihong Huang:
Identifying the Most Dominant Event in a News Article by Mining Event Coreference Relations. NAACL-HLT (2) 2018: 340-345 - 2017
- [c2]Prafulla Kumar Choubey, Ruihong Huang:
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events. EMNLP 2017: 1796-1802 - [c1]Prafulla Kumar Choubey, Ruihong Huang:
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events. EMNLP 2017: 2124-2133 - [i4]Prafulla Kumar Choubey, Ruihong Huang:
TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution. TAC 2017 - [i3]Prafulla Kumar Choubey, Ruihong Huang:
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events. CoRR abs/1707.07343 (2017) - [i2]Prafulla Kumar Choubey, Ruihong Huang:
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events. CoRR abs/1707.07344 (2017) - [i1]Prafulla Kumar Choubey, Ruihong Huang:
TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution. CoRR abs/1711.02162 (2017)
Coauthor Index
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