Papers
What Makes a Good Reasoning Chain? Uncovering Structural Patterns in Long Chain-of-Thought Reasoning
Gangwei Jiang, Yahui Liu, Zhaoyi Li et al.
AlignX: Advancing Multilingual Large Language Models with Multilingual Representation Alignment
Mengyu Bu, Shaolei Zhang, Zhongjun He et al.
LyapLock: Bounded Knowledge Preservation in Sequential Large Language Model Editing
Peng Wang, Biyu Zhou, Xuehai Tang et al.
Identification of Multiple Logical Interpretations in Counter-Arguments
Wenzhi Wang, Paul Reisert, Shoichi Naito et al.
MOSAIC: Modeling Social AI for Content Dissemination and Regulation in Multi-Agent Simulations
Genglin Liu, Vivian T. Le, Salman Rahman et al.
Multilingual Prompting for Improving LLM Generation Diversity
Qihan Wang, Shidong Pan, Tal Linzen et al.
DAMON: A Dialogue-Aware MCTS Framework for Jailbreaking Large Language Models
Xu Zhang, Xunjian Yin, Dinghao Jing et al.
Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction
Junkai Liu, Yujie Tong, Hui Huang et al.
Tiny Budgets, Big Gains: Parameter Placement Strategy in Parameter Super-Efficient Fine-Tuning
Jinman Zhao, Xueyan Zhang, Jiaru Li et al.
CoVoGER: A Multilingual Multitask Benchmark for Speech-to-text Generative Error Correction with Large Language Models
Zhengdong Yang, Zhen Wan, Sheng Li et al.
Glider: Global and Local Instruction-Driven Expert Router
Pingzhi Li, Prateek Yadav, Jaehong Yoon et al.
Rethinking Backdoor Detection Evaluation for Language Models
Jun Yan, Wenjie Jacky Mo, Xiang Ren et al.
PropRAG: Guiding Retrieval with Beam Search over Proposition Paths
Jingjin Wang, Jiawei Han
Static Word Embeddings for Sentence Semantic Representation
Takashi Wada, Yuki Hirakawa, Ryotaro Shimizu et al.
RAV: Retrieval-Augmented Voting for Tactile Descriptions Without Training
Jinlin Wang, Yulong Ji, Hongyu Yang
LMR-BENCH: Evaluating LLM Agent’s Ability on Reproducing Language Modeling Research
Shuo Yan, Ruochen Li, Ziming Luo et al.
Investigating Neurons and Heads in Transformer-based LLMs for Typographical Errors
Kohei Tsuji, Tatsuya Hiraoka, Yuchang Cheng et al.
VisCRA: A Visual Chain Reasoning Attack for Jailbreaking Multimodal Large Language Models
Bingrui Sima, Linhua Cong, Wenxuan Wang et al.
MAKAR: a Multi-Agent framework based Knowledge-Augmented Reasoning for Grounded Multimodal Named Entity Recognition
Xinkui Lin, Yuhui Zhang, Yongxiu Xu et al.
SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature
David Wadden, Kejian Shi, Jacob Morrison et al.
DMDTEval: An Evaluation and Analysis of LLMs on Disambiguation in Multi-domain Translation
Zhibo Man, Yuanmeng Chen, Yujie Zhang et al.
JOLT-SQL: Joint Loss Tuning of Text-to-SQL with Confusion-aware Noisy Schema Sampling
Jinwang Song, Hongying Zan, Kunli Zhang et al.
ECC: An Emotion-Cause Conversation Dataset for Empathy Response
Yuanyuan He, Yongsen Pan, Wei Li et al.
Diagram-Driven Course Questions Generation
Xinyu Zhang, Lingling Zhang, Yanrui Wu et al.