Papers
SMARTMiner: Extracting and Evaluating SMART Goals from Low-Resource Health Coaching Notes
Iva Bojic, Qi Chwen Ong, Stephanie Hilary Xinyi Ma et al.
Bridging the Creativity Understanding Gap: Small-Scale Human Alignment Enables Expert-Level Humor Ranking in LLMs
Kuan Lok Zhou, Jiayi Chen, Siddharth Suresh et al.
Avoiding Knowledge Edit Skipping in Multi-hop Question Answering with Guided Decomposition
Yi Liu, Xiangrong Zhu, Xiangyu Liu et al.
TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation
Chengrui Huang, Shen Gao, Zhengliang Shi et al.
CESRec: Constructing Pseudo Interactions for Sequential Recommendation via Conversational Feedback
Yifan Wang, Shen Gao, Jiabao Fang et al.
Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation
Jiatong Han, Neil Band, Muhammed Razzak et al.
O_O-VC: Synthetic Data-Driven One-to-One Alignment for Any-to-Any Voice Conversion
Huu Tuong Tu, Huan Vu, Cuong Tien Nguyen et al.
Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation
Dongwon Jung, Qin Liu, Tenghao Huang et al.
Scaling Laws Are Unreliable for Downstream Tasks: A Reality Check
Nicholas Lourie, Michael Y. Hu, Kyunghyun Cho
Inducing Argument Facets for Faithful Opinion Summarization
Jian Wang, Yanjie Liang, Yuqing Sun et al.
Public Data Assisted Differentially Private In-Context Learning
Seongho Joo, Hyukhun Koh, Kyomin Jung
Not All Options Are Created Equal: Textual Option Weighting for Token-Efficient LLM-Based Knowledge Tracing
Jongwoo Kim, SeongYeub Chu, Bryan Wong et al.
Hallucination Detection in Structured Query Generation via LLM Self-Debating
Miaoran Li, Jiangning Chen, Minghua Xu et al.
CoRAG: Enhancing Hybrid Retrieval-Augmented Generation through a Cooperative Retriever Architecture
Zaiyi Zheng, Song Wang, Zihan Chen et al.
MemeInterpret: Towards an All-in-One Dataset for Meme Understanding
Jeongsik Park, Khoi P. N. Nguyen, Jihyung Park et al.
Benchmarking and Improving LLM Robustness for Personalized Generation
Chimaobi Okite, Naihao Deng, Kiran Bodipati et al.
Captioning for Text-Video Retrieval via Dual-Group Direct Preference Optimization
Ji Soo Lee, Byungoh Ko, Jaewon Cho et al.
SRM-LLM: Semantic Relationship Mining with LLMs for Temporal Knowledge Graph Extrapolation
Fu Zhang, Panfeng Zhang, Jingwei Cheng
FSTs vs ICL: Generalisation in LLMs for an under-resourced language
Ximena Gutierrez, Mikel Segura Elizalde, Victor Mijangos
Language Models Can Easily Learn to Reason from Demonstrations
Dacheng Li, Shiyi Cao, Tyler Griggs et al.
S*: Test Time Scaling for Code Generation
Dacheng Li, Shiyi Cao, Chengkun Cao et al.
HetGCoT: Heterogeneous Graph-Enhanced Chain-of-Thought LLM Reasoning for Academic Question Answering
Runsong Jia, Mengjia Wu, Ying Ding et al.
Parsing the Switch: LLM-Based UD Annotation for Complex Code-Switched and Low-Resource Languages
Olga Kellert, Nemika Tyagi, Muhammad Imran et al.
CLEAR: A Clinically Grounded Tabular Framework for Radiology Report Evaluation
Yuyang Jiang, Chacha Chen, Shengyuan Wang et al.
Hopscotch: Discovering and Skipping Redundancies in Language Models
Mustafa Eyceoz, Nikhil Shivakumar Nayak, Hao Wang et al.