Papers
LiTEx: A Linguistic Taxonomy of Explanations for Understanding Within-Label Variation in Natural Language Inference
Pingjun Hong, Beiduo Chen, Siyao Peng et al.
MPCG: Multi-Round Persona-Conditioned Generation for Modeling the Evolution of Misinformation with LLMs
Chong Jun Rong Brian, Yixuan Tang, Anthony Kum Hoe Tung
Personalization up to a Point: Why Personalized Content Moderation Needs Boundaries, and How We Can Enforce Them
Emanuele Moscato, Tiancheng Hu, Matthias Orlikowski et al.
Toward Machine Translation Literacy: How Lay Users Perceive and Rely on Imperfect Translations
Yimin Xiao, Yongle Zhang, Dayeon Ki et al.
The Missing Parts: Augmenting Fact Verification with Half Truth Detection
Yixuan Tang, Jincheng Wang, Anthony Kum Hoe Tung
Personalized LLM Decoding via Contrasting Personal Preference
Hyungjune Bu, ChanJoo Jung, Minjae Kang et al.
Uncovering the Bigger Picture: Comprehensive Event Understanding Via Diverse News Retrieval
Yixuan Tang, Yuanyuan Shi, Yiqun Sun et al.
Diverse, not Short: A Length-Controlled Data Selection Strategy for Improving Response Diversity of Language Models
Vijeta Deshpande, Debasmita Ghose, John D Patterson et al.
Do Large Language Models Understand Word Senses?
Domenico Meconi, Simone Stirpe, Federico Martelli et al.
MicroEdit: Neuron-level Knowledge Disentanglement and Localization in Lifelong Model Editing
Shiqi Wang, Qi Wang, Runliang Niu et al.
EquiBench: Benchmarking Large Language Models’ Reasoning about Program Semantics via Equivalence Checking
Anjiang Wei, Jiannan Cao, Ran Li et al.
Data Descriptions from Large Language Models with Influence Estimation
Chaeri Kim, Jaeyeon Bae, Taehwan Kim
SATBench: Benchmarking LLMs’ Logical Reasoning via Automated Puzzle Generation from SAT Formulas
Anjiang Wei, Yuheng Wu, Yingjia Wan et al.
NormGenesis: Multicultural Dialogue Generation via Exemplar-Guided Social Norm Modeling and Violation Recovery
Minki Hong, Jangho Choi, Jihie Kim
seqBench: A Tunable Benchmark to Quantify Sequential Reasoning Limits of LLMs
Mohammad Ramezanali, Mo Vazifeh, Paolo Santi
Image Difference Captioning via Adversarial Preference Optimization
Zihan Huang, Junda Wu, Rohan Surana et al.
Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations
Ananth Agarwal, Jasper Jian, Christopher D Manning et al.
PRIME: Large Language Model Personalization with Cognitive Dual-Memory and Personalized Thought Process
Xinliang Frederick Zhang, Nicholas Beauchamp, Lu Wang
Case-Based Decision-Theoretic Decoding with Quality Memories
Hiroyuki Deguchi, Masaaki Nagata
Mondrian: A Framework for Logical Abstract (Re)Structuring
Elizabeth Grace Orwig, Shinwoo Park, Hyundong Jin et al.
OpenNER 1.0: Standardized Open-Access Named Entity Recognition Datasets in 50+ Languages
Chester Palen-Michel, Maxwell Pickering, Maya Kruse et al.
SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities
Shuyang Cao, Kaijian Zou, Lu Wang
DIWALI - Diversity and Inclusivity aWare cuLture specific Items for India: Dataset and Assessment of LLMs for Cultural Text Adaptation in Indian Context
Pramit Sahoo, Maharaj Brahma, Maunendra Sankar Desarkar
Word Salad Chopper: Reasoning Models Waste A Ton Of Decoding Budget On Useless Repetitions, Self-Knowingly
Wenya Xie, Shaochen Zhong, Hoang Anh Duy Le et al.
Can Large Language Models Unlock Novel Scientific Research Ideas?
Sandeep Kumar, Tirthankar Ghosal, Vinayak Goyal et al.