Prafulla Kumar Choubey

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 38

Top Topics

Ambiguous Words

Coreference Resolution

Discourse Structure

Top Venues

Publications

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)
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 (2024)
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)
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 (2023)
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 (2023)
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 (2023)
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)
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)
Prafulla Kumar Choubey, Ruihong Huang
Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs. CoRR (2022)
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 (2022)
Prafulla Kumar Choubey, Ruihong Huang
Modeling Document-level Temporal Structures for Building Temporal Dependency Graphs. AACL/IJCNLP (2) (2022)
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
Conformal Predictor for Improving Zero-shot Text Classification Efficiency. CoRR (2022)
Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts. ICLR (2022)
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. EMNLP (2022)
Bohan Zhang, Prafulla Kumar Choubey, Ruihong Huang
Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure. ACL (2) (2022)
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)
Alexander R. Fabbri, Prafulla Kumar Choubey, Jesse Vig, Chien-Sheng Wu, Caiming Xiong
Improving Factual Consistency in Summarization with Compression-Based Post-Editing. CoRR (2022)
Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu
GFST: Gender-Filtered Self-Training for More Accurate Gender in Translation. EMNLP (1) (2021)
Prafulla Kumar Choubey, Ruihong Huang
Profiling News Discourse Structure Using Explicit Subtopic Structures Guided Critics. EMNLP (Findings) (2021)
Prafulla Kumar Choubey, Anna Currey, Prashant Mathur, Georgiana Dinu
Improving Gender Translation Accuracy with Filtered Self-Training. CoRR (2021)
Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts. CoRR (2021)
Prafulla Kumar Choubey, Ruihong Huang
Automatic Data Acquisition for Event Coreference Resolution. EACL (2021)
Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani
MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization. CoRR (2021)
Prafulla Kumar Choubey, Ruihong Huang
One Classifier for All Ambiguous Words: Overcoming Data Sparsity by Utilizing Sense Correlations Across Words. LREC (2020)
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)
Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang
Improving Dialogue State Tracking by Discerning the Relevant Context. NAACL-HLT (1) (2019)
Lei Gao, Prafulla Kumar Choubey, Ruihong Huang
Modeling Document-level Causal Structures for Event Causal Relation Identification. NAACL-HLT (1) (2019)
Sanuj Sharma, Prafulla Kumar Choubey, Ruihong Huang
Improving Dialogue State Tracking by Discerning the Relevant Context. CoRR (2019)
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 (2019)
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)
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)
Prafulla Kumar Choubey, Ruihong Huang
Improving Event Coreference Resolution by Modeling Correlations between Event Coreference Chains and Document Topic Structures. ACL (1) (2018)
Prafulla Kumar Choubey, Ruihong Huang
TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution. CoRR (2017)
Prafulla Kumar Choubey, Ruihong Huang
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events. CoRR (2017)
Prafulla Kumar Choubey, Ruihong Huang
TAMU at KBP 2017: Event Nugget Detection and Coreference Resolution. TAC (2017)
Prafulla Kumar Choubey, Ruihong Huang
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events. EMNLP (2017)
Prafulla Kumar Choubey, Ruihong Huang
Event Coreference Resolution by Iteratively Unfolding Inter-dependencies among Events. EMNLP (2017)
Prafulla Kumar Choubey, Ruihong Huang
A Sequential Model for Classifying Temporal Relations between Intra-Sentence Events. CoRR (2017)