Papers
Automating eHMI Action Design with LLMs for Automated Vehicle Communication
Ding Xia, Xinyue Gui, Fan Gao et al.
PromptKeeper: Safeguarding System Prompts for LLMs
Zhifeng Jiang, Zhihua Jin, Guoliang He
Rethinking Data Selection at Scale: Random Selection is Almost All You Need
Tingyu Xia, Bowen Yu, Kai Dang et al.
How Do Large Language Models Perform on PDE Discovery: A Coarse-to-fine Perspective
Xiao Luo, Changhu Wang, Yizhou Sun et al.
ASTPrompter: Preference-Aligned Automated Language Model Red-Teaming to Generate Low-Perplexity Unsafe Prompts
Amelia Hardy, Houjun Liu, Allie Griffith et al.
When Format Changes Meaning: Investigating Semantic Inconsistency of Large Language Models
Cheongwoong Kang, Jongeun Baek, Yeonjea Kim et al.
GRV-KBQA: A Three-Stage Framework for Knowledge Base Question Answering with Decoupled Logical Structure, Semantic Grounding and Structure-Aware Validation
Yuhang Tian, Pan Yang, Dandan Song et al.
Seeing is Believing: Emotion-Aware Audio-Visual Language Modeling for Expressive Speech Generation
Weiting Tan, Jiachen Lian, Hirofumi Inaguma et al.
DICP: Deep In-Context Prompt for Event Causality Identification
Lin Mu, Jun Shen, Li Ni et al.
LLM-based Open Domain Planning by Leveraging Entity-Attribute-Level Domain Models
Dongning Rao, Songlin He, Zhihua Jiang et al.
Advancing Reasoning with Off-the-Shelf LLMs: A Semantic Structure Perspective
Pengfei He, Zitao Li, Yue Xing et al.
DCRM: A Heuristic to Measure Response Pair Quality in Preference Optimization
Chengyu Huang, Tanya Goyal
Table-Text Alignment: Explaining Claim Verification Against Tables in Scientific Papers
Xanh Ho, Sunisth Kumar, Yun-Ang Wu et al.
Toward Inclusive Language Models: Sparsity-Driven Calibration for Systematic and Interpretable Mitigation of Social Biases in LLMs
Prommy Sultana Hossain, Chahat Raj, Ziwei Zhu et al.
NLP-ADBench: NLP Anomaly Detection Benchmark
Yuangang Li, Jiaqi Li, Zhuo Xiao et al.
Evaluating Text Generation Quality Using Spectral Distances of Surprisal
Zhichen Liu, Yongyuan Li, Yang Xu et al.
Proactive User Information Acquisition via Chats on User-Favored Topics
Shiki Sato, Jun Baba, Asahi Hentona et al.
ManuSearch: Democratizing Deep Search in Large Language Models with a Transparent and Open Multi-Agent Framework
Lisheng Huang, Yichen Liu, Jinhao Jiang et al.
A Benchmark for Translations Across Styles and Language Variants
Xin Tan, Bowei Zou, AiTi Aw
A Unified Framework for N-ary Property Information Extraction in Materials Science
Van-Thuy Phi, Yuji Matsumoto
Self-Correcting Code Generation Using Small Language Models
Jeonghun Cho, Deokhyung Kang, Hyounghun Kim et al.
Dynamic Evaluation for Oversensitivity in LLMs
Sophia Xiao Pu, Sitao Cheng, Xin Eric Wang et al.
“What’s Up, Doc?”: Analyzing How Users Seek Health Information in Large-Scale Conversational AI Datasets
Akshay Paruchuri, Maryam Aziz, Rohit Vartak et al.
PathoHR: Hierarchical Reasoning for Vision-Language Models in Pathology
Yating Huang, Ziyan Huang, Lintao Xiang et al.