Junyi Jessy Li
- Learning Deep Semantics for Test Completion
2023/02/20 by Pengyu Nie, Rahul Banerjee, Nie, Pengyu +7 · 10 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE) #Software Engineering Research #Software System Performance and Reliability #Software Testing and Debugging Techniques
- Detection and Measurement of Syntactic Templates in Generated Text
2024/06/28 by Chantal Shaib, Yanai Elazar, Shaib, Chantal +6 · 2 voices · 10 citations
Computer Science · #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling #cs.CL
- Plain English Summarization of Contracts
2019/06/02 by Laura Manor, Manor, Laura, Junyi Jessy Li +1 · 5 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
- Summarizing, Simplifying, and Synthesizing Medical Evidence Using GPT-3 (with Varying Success)
2023/05/10 by Chantal Shaib, Millicent Li, Shaib, Chantal +9 · 7 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- Deep Just-In-Time Inconsistency Detection Between Comments and Source\n Code
2020/10/04 by Sheena Panthaplackel, Panthaplackel, Sheena, Junyi Jessy Li +5 · 4 citations
Computer Science · #Software Engineering Research #Text Readability and Simplification #Software Reliability and Analysis Research
- QUDEVAL: The Evaluation of Questions Under Discussion Discourse Parsing
2023/10/23 by Yating Wu, Ritika Mangla, Wu, Yating +5 · 1 voice · 5 citations
Computer Science · #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling #cs.CL
- Did they answer? Subjective acts and intents in conversational discourse
2021/04/09 by Elisa Ferracane, Greg Durrett, Ferracane, Elisa +5 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- A Corpus with Multi-Level Annotations of Patients, Interventions and\n Outcomes to Support Language Processing for Medical Literature
2018/06/11 by Benjamin D. Nye, Junyi Jessy Li, Nye, Benjamin +11 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Learning to Refine with Fine-Grained Natural Language Feedback
2024/07/02 by Manya Wadhwa, Wadhwa, Manya, Xinyu Zhao +5 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques
- AI-Assisted Peer Review at Scale: The AAAI-26 AI Review Pilot
2026/04/15 by Joydeep Biswas, Sheila Schoepp, Gautham Vasan +10 · 7 voices · 4 citations
#cs.AI
- FactPICO: Factuality Evaluation for Plain Language Summarization of Medical Evidence
2024/02/18 by Sebastian Joseph, Joseph, Sebastian Antony, Lily Chen +13 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Social Sciences · #Biomedical Text Mining and Ontologies #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Topic Modeling
- QUDsim: Quantifying Discourse Similarities in LLM-Generated Text
2025/04/12 by Ramya Namuduri, Yating Wu, Namuduri, Ramya +9 · 2 voices · 4 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Text Readability and Simplification #Topic Modeling #cs.CL
- ProtoTEx: Explaining Model Decisions with Prototype Tensors
2022/04/11 by Anubrata Das, Das, Anubrata, Chitrank Gupta +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Physics and Python Applications #Computers and Society (cs.CY) #FOS: Computer and information sciences #Human-Computer Interaction (cs.HC) #Natural Language Processing Techniques #Topic Modeling
- Which questions should I answer? Salience Prediction of Inquisitive Questions
2024/04/16 by Yating Wu, Wu, Yating, Ritika Mangla +7 · 3 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Impact of Evaluation Methodologies on Code Summarization
2021/08/22 by Pengyu Nie, Jiyang Zhang, Nie, Pengyu +7 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Software Engineering (cs.SE) #Software Engineering Research #Topic Modeling
- Using Natural Language Explanations to Rescale Human Judgments
2023/05/24 by Manya Wadhwa, Jifan Chen, Wadhwa, Manya +5 · 1 voice · 1 citation
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.CL
- SPRI: Aligning Large Language Models with Context-Situated Principles
2025/02/05 by Hongli Zhan, Zhan, Hongli, Muneeza Azmat +7 · 1 voice · 3 citations
Computer Science · Social Sciences · #Computational and Text Analysis Methods #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Discourse Comprehension: A Question Answering Framework to Represent Sentence Connections
2021/11/01 by Wei-Jen Ko, Cutter Dalton, Ko, Wei-Jen +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Training Dynamics for Text Summarization Models
2021/10/15 by Tanya Goyal, Jiacheng Xu, Goyal, Tanya +5 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- SNaC: Coherence Error Detection for Narrative Summarization
2022/05/19 by Tanya Goyal, Goyal, Tanya, Junyi Jessy Li +3 · 1 citation
Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Robo-Instruct: Simulator-Augmented Instruction Alignment For Finetuning Code LLMs
2024/05/30 by Zichao Hu, Hu, Zichao, Junyi Jessy Li +5 · 2 citations
Computer Science · #Model-Driven Software Engineering Techniques #Software Testing and Debugging Techniques #Natural Language Processing Techniques
- AES Systems Are Both Overstable And Oversensitive: Explaining Why And Proposing Defenses
2021/09/24 by Singla, Yaman Kumar, Swapnil Parekh, Parekh, Swapnil +8 · 1 citation
Computer Science · #Adversarial Robustness in Machine Learning #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Topic Modeling
- Elaborative Simplification as Implicit Questions Under Discussion
2023/05/17 by Yating Wu, William Sheffield, Wu, Yating +5 · 1 voice · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
- Caught in the Web of Words: Do LLMs Fall for Spin in Medical Literature?
2025/02/11 by Hye Sun Yun, Karen Y C Zhang, Yun, Hye Sun +12 · 1 voice · 1 citation
Computer Science · Decision Sciences · #Library Science and Information Systems #Research Data Management Practices #cs.AI #cs.CL #scientometrics and bibliometrics research
- This Treatment Works, Right? Evaluating LLM Sensitivity to Patient Question Framing in Medical QA
2026/04/06 by Hye Sun Yun, Geetika Kapoor, Michael Mackert +4 · 2 voices
#cs.CL #cs.AI