Papers
KnowAgent: Knowledge-Augmented Planning for LLM-Based Agents
Yuqi Zhu, Shuofei Qiao, Yixin Ou et al.
NTSEBENCH: Cognitive Reasoning Benchmark for Vision Language Models
Pranshu Pandya, Vatsal Gupta, Agney S Talwarr et al.
CollabStory: Multi-LLM Collaborative Story Generation and Authorship Analysis
Saranya Venkatraman, Nafis Irtiza Tripto, Dongwon Lee
From Curiosity to Clarity : Exploring the Impact of Consecutive Why-Questions
Geonyeong Son, Jaeyoung Lee, Misuk Kim
GraPPI: A Retrieve-Divide-Solve GraphRAG Framework for Large-scale Protein-protein Interaction Exploration
Ziwen Li, Xiang Chen, Youngseung Jeon
When and How to Augment Your Input: Question Routing Helps Balance the Accuracy and Efficiency of Large Language Models
Shufan Chen, He Zheng, Lei Cui
FLEX: A Benchmark for Evaluating Robustness of Fairness in Large Language Models
Dahyun Jung, Seungyoon Lee, Hyeonseok Moon et al.
Safe Inputs but Unsafe Output: Benchmarking Cross-modality Safety Alignment of Large Vision-Language Models
Siyin Wang, Xingsong Ye, Qinyuan Cheng et al.
TestEval: Benchmarking Large Language Models for Test Case Generation
Wenhan Wang, Chenyuan Yang, Zhijie Wang et al.
Taxonomy and Analysis of Sensitive User Queries in Generative AI Search System
Hwiyeol Jo, Taiwoo Park, Hyunwoo Lee et al.
Verifiable Format Control for Large Language Model Generations
Zhaoyang Wang, Jinqi Jiang, Huichi Zhou et al.
Concise and Organized Perception Facilitates Reasoning in Large Language Models
Junjie Liu, Shaotian Yan, Chen Shen et al.
Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting
Jiarui Wu, Zhuo Liu, Hangfeng He
Multilingual Blending: Large Language Model Safety Alignment Evaluation with Language Mixture
Jiayang Song, Yuheng Huang, Zhehua Zhou et al.
Investigating the Transferability of Code Repair for Low-Resource Programming Languages
Kyle Wong, Alfonso Amayuelas, Liangming Pan et al.
Temporal Working Memory: Query-Guided Segment Refinement for Enhanced Multimodal Understanding
Xingjian Diao, Chunhui Zhang, Weiyi Wu et al.
FACT: Examining the Effectiveness of Iterative Context Rewriting for Multi-fact Retrieval
Jinlin Wang, Suyuchen Wang, Ziwen Xia et al.
RATSD: Retrieval Augmented Truthfulness Stance Detection from Social Media Posts Toward Factual Claims
Zhengyuan Zhu, Zeyu Zhang, Haiqi Zhang et al.
Challenges in Trustworthy Human Evaluation of Chatbots
Wenting Zhao, Alexander M Rush, Tanya Goyal
Efficient Annotator Reliability Assessment and Sample Weighting for Knowledge-Based Misinformation Detection on Social Media
Owen Cook, Charlie Grimshaw, Ben Peng Wu et al.
Continuous Speech Tokenizer in Text To Speech
Yixing Li, Ruobing Xie, Xingwu Sun et al.
Unlocking the Planning Capabilities of Large Language Models with Maximum Diversity Fine-tuning
Wenjun Li, Changyu Chen, Pradeep Varakantham
Probing-RAG: Self-Probing to Guide Language Models in Selective Document Retrieval
Ingeol Baek, Hwan Chang, ByeongJeong Kim et al.
A Practical Method for Generating String Counterfactuals
Matan Avitan, Ryan Cotterell, Yoav Goldberg et al.