Ansong Ni

1. FOLIO: Natural Language Reasoning with First-Order Logic
   2022/09/02 by Simeng Han, Han, Simeng, Hailey Schoelkopf +58 · 27 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques #Explainable Artificial Intelligence (XAI)
2. LEVER: Learning to Verify Language-to-Code Generation with Execution
   2023/02/16 by Ansong Ni, Srini Iyer, Ni, Ansong +11 · 22 citations
   Computer Science · #Software Engineering Research #Topic Modeling #Natural Language Processing Techniques
3. NExT: Teaching Large Language Models to Reason about Code Execution
   2024/04/23 by Ansong Ni, Miltiadis Allamanis, Ni, Ansong +11 · 2 voices · 7 citations
   Computer Science · #cs.LG #cs.CL #cs.PL #cs.SE
4. UnifiedSKG: Unifying and Multi-Tasking Structured Knowledge Grounding with Text-to-Text Language Models
   2022/01/16 by Tianbao Xie, Xie, Tianbao, Chen Wu +43 · 9 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
5. Spider2-V: How Far Are Multimodal Agents From Automating Data Science and Engineering Workflows?
   2024/07/15 by Ruisheng Cao, Cao, Ruisheng, Fangyu Lei +43 · 12 citations
   Computer Science · #Semantic Web and Ontologies
6. Quantifying Contamination in Evaluating Code Generation Capabilities of Language Models
   2024/03/06 by Martin Riddell, Ansong Ni, Riddell, Martin +3 · 8 citations
   Computer Science · #Natural Language Processing Techniques
7. Summ^N: A Multi-Stage Summarization Framework for Long Input Dialogues and Documents
   2021/10/16 by Yusen Zhang, Ansong Ni, Zhang, Yusen +15 · 4 citations
   Computer Science · #Advanced Text Analysis Techniques #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
8. Mitigating False-Negative Contexts in Multi-document Question Answering with Retrieval Marginalization
   2021/03/22 by Ansong Ni, Matt Gardner, Ni, Ansong +3 · 3 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
9. Learning Math Reasoning from Self-Sampled Correct and Partially-Correct Solutions
   2022/05/28 by Ansong Ni, Ni, Ansong, Jeevana Priya Inala +11 · 3 citations
   Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Programming Languages (cs.PL) #Text Readability and Simplification #Topic Modeling
10. PrefPalette: Personalized Preference Modeling with Latent Attributes
    2025/07/17 by Shuyue Stella Li, Melanie Sclar, Li, Shuyue Stella +20 · 2 voices · 4 citations
    Computer Science · #Mobile Crowdsensing and Crowdsourcing #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #cs.AI