Papers
DHP Benchmark: Are LLMs Good NLG Evaluators?
Yicheng Wang, Jiayi Yuan, Yu-Neng Chuang et al.
On Reference (In-)Determinacy in Natural Language Inference
Sihao Chen, Chaitanya Malaviya, Alex Fabrikant et al.
AssertionBench: A Benchmark to Evaluate Large-Language Models for Assertion Generation
Vaishnavi Pulavarthi, Deeksha Nandal, Soham Dan et al.
LLM-Coordination: Evaluating and Analyzing Multi-agent Coordination Abilities in Large Language Models
Saaket Agashe, Yue Fan, Anthony Reyna et al.
Understanding Reference Policies in Direct Preference Optimization
Yixin Liu, Pengfei Liu, Arman Cohan
A Practical Analysis of Human Alignment with *PO
Kian Ahrabian, Xihui Lin, Barun Patra et al.
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU
Yan Li, So-Eon Kim, Seong-Bae Park et al.
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models
Ruoli Gan, Duanyu Feng, Chen Zhang et al.
Hard Emotion Test Evaluation Sets for Language Models
Tiberiu Sosea, Cornelia Caragea
GAIfE: Using GenAI to Improve Literacy in Low-resourced Settings
Allahsera Auguste Tapo, Nouhoum Coulibaly, Seydou Diallo et al.
CLERC: A Dataset for U. S. Legal Case Retrieval and Retrieval-Augmented Analysis Generation
Abe Bohan Hou, Orion Weller, Guanghui Qin et al.
Meta-Reasoning Improves Tool Use in Large Language Models
Lisa Alazraki, Marek Rei
Zero-Shot Keyphrase Generation: Investigating Specialized Instructions and Multi-sample Aggregation on Large Language Models
Jayanth Mohan, Jishnu Ray Chowdhury, Tomas Malik et al.
Accounting for Sycophancy in Language Model Uncertainty Estimation
Anthony Sicilia, Mert Inan, Malihe Alikhani
How to Talk to Language Models: Serialization Strategies for Structured Entity Matching
Haoteng Yin, Jinha Kim, Prashant Mathur et al.
Towards Long Context Hallucination Detection
Siyi Liu, Kishaloy Halder, Zheng Qi et al.
Investigating the Shortcomings of LLMs in Step-by-Step Legal Reasoning
Venkatesh Mishra, Bimsara Pathiraja, Mihir Parmar et al.
On A Scale From 1 to 5: Quantifying Hallucination in Faithfulness Evaluation
Xiaonan Jing, Srinivas Billa, Danny Godbout
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
Anton Razzhigaev, Matvey Mikhalchuk, Temurbek Rahmatullaev et al.
Analysis of LLM as a grammatical feature tagger for African American English
Rahul Porwal, Alice Rozet, Jotsna Gowda et al.
Using Linguistic Entrainment to Evaluate Large Language Models for Use in Cognitive Behavioral Therapy
Mina Kian, Kaleen Shrestha, Katrin Fischer et al.
Optimizing Hidden Markov Language Models: An Empirical Study of Reparameterization and Initialization Techniques
Ivan Lee, Taylor Berg-Kirkpatrick
ThoughtSculpt: Reasoning with Intermediate Revision and Search
Yizhou Chi, Kevin Yang, Dan Klein
Large Language Models and Causal Inference in Collaboration: A Comprehensive Survey
Xiaoyu Liu, Paiheng Xu, Junda Wu et al.