Papers
Can Large Language Models Translate Unseen Languages in Underrepresented Scripts?
Dianqing Lin, Aruukhan, Hongxu Hou et al.
Can Large Language Models be Effective Online Opinion Miners?
Ryang Heo, Yongsik Seo, Junseong Lee et al.
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
Yang Wang, Chenghao Xiao, Chia-Yi Hsiao et al.
SPARK: Simulating the Co-evolution of Stance and Topic Dynamics in Online Discourse with LLM-based Agents
Bowen Zhang, Yi Yang, Fuqiang Niu et al.
Surprise Calibration for Better In-Context Learning
Zhihang Tan, Jingrui Hou, Ping Wang et al.
Building Trust in Clinical LLMs: Bias Analysis and Dataset Transparency
Svetlana Maslenkova, Clement Christophe, Marco AF Pimentel et al.
DCR: Quantifying Data Contamination in LLMs Evaluation
Cheng Xu, Nan Yan, Shuhao Guan et al.
WildDoc: How Far Are We from Achieving Comprehensive and Robust Document Understanding in the Wild?
An-Lan Wang, Jingqun Tang, Lei Liao et al.
Adversarial Attacks Against Automated Fact-Checking: A Survey
Fanzhen Liu, Sharif Abuadbba, Kristen Moore et al.
Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations
Diogo Tavares, David Semedo, Alexander Rudnicky et al.
R-BPE: Improving BPE-Tokenizers with Token Reuse
Nancy Hamdan, Osama Rakan Al Mraikhat, Fadi A. Zaraket
“Mm, Wat?” Detecting Other-initiated Repair Requests in Dialogue
Anh Ha Ngo, Nicolas Rollet, Catherine Pelachaud et al.
PathwiseRAG: Multi-Dimensional Exploration and Integration Framework
Hengrui Zhang, Pin-Siang Huang, Zhen Zhang et al.
Mixture of Weight-shared Heterogeneous Group Attention Experts for Dynamic Token-wise KV Optimization
Guanghui Song, Dongping Liao, Yiren Zhao et al.
Exploring the Hidden Capacity of LLMs for One-Step Text Generation
Gleb Mezentsev, Ivan Oseledets
An Interdisciplinary Approach to Human-Centered Machine Translation
Marine Carpuat, Omri Asscher, Kalika Bali et al.
Linguistic and Embedding-Based Profiling of Texts Generated by Humans and Large Language Models
Sergio E. Zanotto, Segun Aroyehun
Blind Men and the Elephant: Diverse Perspectives on Gender Stereotypes in Benchmark Datasets
Mahdi Zakizadeh, Mohammad Taher Pilehvar
Understanding LLMs’ Cross-Lingual Context Retrieval: How Good It Is And Where It Comes From
Changjiang Gao, Hankun Lin, Xin Huang et al.
C3: A Bilingual Benchmark for Spoken Dialogue Models Exploring Challenges in Complex Conversations
Chengqian Ma, Wei Tao, Steven Y. Guo
Job Unfair: An Investigation of Gender and Occupational Bias in Free-Form Text Completions by LLMs
Camilla Casula, Sebastiano Vecellio Salto, Elisa Leonardelli et al.
Dual-Path Counterfactual Integration for Multimodal Aspect-Based Sentiment Classification
Rui Liu, Jiahao Cao, Jiaqian Ren et al.
TASO: Task-Aligned Sparse Optimization for Parameter-Efficient Model Adaptation
Daiye Miao, Yufang Liu, Jie Wang et al.
Computational Analysis of Character Development in Holocaust Testimonies
Esther Shizgal, Eitan Wagner, Renana Keydar et al.
Persona-Augmented Benchmarking: Evaluating LLMs Across Diverse Writing Styles
Kimberly Truong, Riccardo Fogliato, Hoda Heidari et al.