Najoung Kim
- Reasoning or Reciting? Exploring the Capabilities and Limitations of Language Models Through Counterfactual Tasks
2023/07/05 by Zhaofeng Wu, Linlu Qiu, Wu, Zhaofeng +15 · 8 voices · 37 citations
Computer Science · #Explainable Artificial Intelligence (XAI) #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Inverse Scaling: When Bigger Isn't Better
2023/06/15 by Ian R. McKenzie, Alexander Lyzhov, Michael Pieler +24 · 1 voice · 19 citations
Computer Science · #cs.CL #cs.AI #cs.CY
- COGS: A Compositional Generalization Challenge Based on Semantic Interpretation
2020/10/12 by Najoung Kim, Kim, Najoung, Tal Linzen +1 · 12 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #Multimodal Machine Learning Applications
- Entity Tracking in Language Models
2023/05/03 by Najoung Kim, Sebastian Schuster, Kim, Najoung +1 · 5 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- (QA)2: Question Answering with Questionable Assumptions
2022/12/20 by Najoung Kim, Phu Mon Htut, Kim, Najoung +5 · 4 citations
Computer Science · #Topic Modeling #Information Retrieval and Search Behavior #Expert finding and Q&A systems
- Probing What Different NLP Tasks Teach Machines about Function Word Comprehension
2019/04/25 by Najoung Kim, Roma Patel, Kim, Najoung +21 · 2 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Transformers Struggle to Learn to Search
2024/12/06 by Abulhair Saparov, Saparov, Abulhair, S. S. Pawar +15 · 6 citations
Computer Science · #Advanced Graph Neural Networks #Topic Modeling #Multimodal Machine Learning Applications
- Code Pretraining Improves Entity Tracking Abilities of Language Models
2024/05/31 by Najoung Kim, Kim, Najoung, Sebastian Schuster +3 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Natural Language Processing Techniques #Topic Modeling
- Is artificial intelligence still intelligence? LLMs generalize to novel adjective-noun pairs, but don't mimic the full human distribution
2024/10/23 by Hayley Ross, Kathryn Davidson, Ross, Hayley +3 · 2 voices · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- SLOG: A Structural Generalization Benchmark for Semantic Parsing
2023/10/23 by Bingzhi Li, Lucia Donatelli, Li, Bingzhi +9 · 1 citation
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
- Vision-and-Language Training Helps Deploy Taxonomic Knowledge but Does Not Fundamentally Alter It
2025/07/17 by Yulu Qin, Dheeraj Varghese, Qin, Yulu +9 · 2 voices · 1 citation
Arts and Humanities · Computer Science · #Lexicography and Language Studies #Natural Language Processing Techniques
- Linear representations of grammaticality in neural language models
2026/07/16 by Jane Li, Najoung Kim
#cs.CL