Papers
RAR2: Retrieval-Augmented Medical Reasoning via Thought-Driven Retrieval
Kaishuai Xu, Wenjun Hou, Yi Cheng et al.
When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs
Mikhail Seleznyov, Mikhail Chaichuk, Gleb Ershov et al.
One More Question is Enough, Expert Question Decomposition (EQD) Model for Domain Quantitative Reasoning
Mengyu Wang, Sotirios Sabanis, Miguel de Carvalho et al.
ProtoXTM: Cross-Lingual Topic Modeling with Document-Level Prototype-based Contrastive Learning
Seung-Won Seo, Soon-Sun Kwon
Towards Low-Resource Alignment to Diverse Perspectives with Sparse Feedback
Chu Fei Luo, Samuel Dahan, Xiaodan Zhu
GAttention: Gated Attention for the Detection of Abusive Language
Horacio Jarquín Vásquez, Hugo Jair Escalante, Manuel Montes et al.
The Role of Model Confidence on Bias Effects in Measured Uncertainties for Vision-Language Models
Xinyi Liu, Weiguang Wang, Hangfeng He
When Models Reason in Your Language: Controlling Thinking Language Comes at the Cost of Accuracy
Jirui Qi, Shan Chen, Zidi Xiong et al.
Exploring the Hidden Reasoning Process of Large Language Models by Misleading Them
Guanyu Chen, Peiyang Wang, Yizhou Jiang et al.
Can LLMs Express Personality Across Cultures? Introducing CulturalPersonas for Evaluating Trait Alignment
Priyanka Dey, Aayush Bothra, Yugal Khanter et al.
Crafting Customisable Characters with LLMs: A Persona-Driven Role-Playing Agent Framework
Bohao Yang, Dong Liu, Chenghao Xiao et al.
MASSIVE-Agents: A Benchmark for Multilingual Function-Calling in 52 Languages
Mayank Kulkarni, Vittorio Mazzia, Judith Gaspers et al.
Post Persona Alignment for Multi-Session Dialogue Generation
Yi-Pei Chen, Noriki Nishida, Hideki Nakayama et al.
Differentiated Vision: Unveiling Entity-Specific Visual Modality Requirements for Multimodal Knowledge Graph
Minghang Liu, Yinghan Shen, Zihe Huang et al.
Emphasising Structured Information: Integrating Abstract Meaning Representation into LLMs for Enhanced Open-Domain Dialogue Evaluation
Bohao Yang, Kun Zhao, Dong Liu et al.
Attack as Defense: Safeguarding Large Vision-Language Models from Jailbreaking by Adversarial Attacks
Chongxin Li, Hanzhang Wang, Yuchun Fang
Re-FRAME the Meeting Summarization SCOPE: Fact-Based Summarization and Personalization via Questions
Frederic Kirstein, Sonu Kumar, Terry Ruas et al.
Entity Profile Generation and Reasoning with LLMs for Entity Alignment
Rumana Ferdous Munne, Md Mostafizur Rahman, Yuji Matsumoto
Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests
Filippo Momentè, Alessandro Suglia, Mario Giulianelli et al.
All-in-one: Understanding and Generation in Multimodal Reasoning with the MAIA Benchmark
Davide Testa, Giovanni Bonetta, Raffaella Bernardi et al.
Beyond Single-User Dialogue: Assessing Multi-User Dialogue State Tracking Capabilities of Large Language Models
Sangmin Song, Juhwan Choi, JungMin Yun et al.
Feel the Difference? A Comparative Analysis of Emotional Arcs in Real and LLM-Generated CBT Sessions
Xiaoyi Wang, Jiwei Zhang, Guangtao Zhang et al.
Intelligent Document Parsing: Towards End-to-end Document Parsing via Decoupled Content Parsing and Layout Grounding
Hangdi Xing, Feiyu Gao, Qi Zheng et al.
CoTD-PO: Chain-of-Thought Distillation with Preference Optimization
Lujie Niu, Haochen Sun, Fangkun Zhao et al.
Stratified Selective Sampling for Instruction Tuning with Dedicated Scoring Strategy
Paramita Mirza, Lucas Weber, Fabian Küch