Papers
Overcoming Black-box Attack Inefficiency with Hybrid and Dynamic Select Algorithms
Abhinay Shankar Belde, Rohit Ramkumar, Jonathan Rusert
ReviewEval: An Evaluation Framework for AI-Generated Reviews
Madhav Krishan Garg, Tejash Prasad, Tanmay Singhal et al.
GENUINE: Graph Enhanced Multi-level Uncertainty Estimation for Large Language Models
Tuo Wang, Adithya Kulkarni, Tyler Cody et al.
SecDecoding: Steerable Decoding for Safer LLM Generation
Jiayou Wang, Rundong Liu, Yue Hu et al.
A Generalizable Rhetorical Strategy Annotation Model Using LLM-based Debate Simulation and Labelling
Shiyu Ji, Farnoosh Hashemi, Joice Chen et al.
Context Copying Modulation: The Role of Entropy Neurons in Managing Parametric and Contextual Knowledge Conflicts
Zineddine Tighidet, Andrea Mogini, Hedi Ben younes et al.
From Benchmark to Better Embeddings: Leveraging Synonym Substitution to Enhance Multimodal Models in Ukrainian
Volodymyr Mudryi, Yurii Laba
Model Calibration for Emotion Detection
Mihaela Petre-Vlad, Cornelia Caragea, Florentina Hristea
Radical Allomorphy: Phonological Surface Forms without Phonology
Salam Khalifa, Nizar Habash, Owen Rambow
NarratEX Dataset: Explaining the Dominant Narratives in News Texts
Nuno Guimarães, Purificação Silvano, Ricardo Campos et al.
The Security Threat of Compressed Projectors in Large Vision-Language Models
Yudong Zhang, Ruobing Xie, Xingwu Sun et al.
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.