Papers
Breaking Agents: Compromising Autonomous LLM Agents Through Malfunction Amplification
Boyang Zhang, Yicong Tan, Yun Shen et al.
Doc2Chart: Intent-Driven Zero-Shot Chart Generation from Documents
Akriti Jain, Pritika Ramu, Aparna Garimella et al.
NormXLogit: The Head-on-Top Never Lies
Sina Abbasi, Mohammad Reza Modarres, Mohammad Taher Pilehvar
The Sound of Syntax: Finetuning and Comprehensive Evaluation of Language Models for Speech Pathology
Fagun Patel, Duc Quang Nguyen, Sang T. Truong et al.
DrFrattn: Directly Learn Adaptive Policy from Attention for Simultaneous Machine Translation
Libo Zhao, Jing Li, Ziqian Zeng
Leveraging Multilingual Training for Authorship Representation: Enhancing Generalization across Languages and Domains
Junghwan Kim, Haotian Zhang, David Jurgens
Detecting Corpus-Level Knowledge Inconsistencies in Wikipedia with Large Language Models
Sina Semnani, Jirayu Burapacheep, Arpandeep Khatua et al.
Towards Author-informed NLP: Mind the Social Bias
Inbar Pendzel, Einat Minkov
CHURRO: Making History Readable with an Open-Weight Large Vision-Language Model for High-Accuracy, Low-Cost Historical Text Recognition
Sina Semnani, Han Zhang, Xinyan He et al.
Turning Logic Against Itself: Probing Model Defenses Through Contrastive Questions
Rachneet Singh Sachdeva, Rima Hazra, Iryna Gurevych
The Illusion of Progress: Re-evaluating Hallucination Detection in LLMs
Denis Janiak, Jakub Binkowski, Albert Sawczyn et al.
EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos
Sourjyadip Ray, Shubham Sharma, Somak Aditya et al.
iKnow-audio: Integrating Knowledge Graphs with Audio-Language Models
Michel Olvera, Changhong Wang, Paraskevas Stamatiadis et al.
ReDepress: A Cognitive Framework for Detecting Depression Relapse from Social Media
Aakash Kumar Agarwal, Saprativa Bhattacharjee, Mauli Rastogi et al.
Moral Framing in Politics (MFiP): A new resource and models for moral framing
Ines Rehbein, Ines Reinig, Simone Paolo Ponzetto
TounsiBench: Benchmarking Large Language Models for Tunisian Arabic
Souha Ben Hassine, Asma Arrak, Marouene Addhoum et al.
AI Argues Differently: Distinct Argumentative and Linguistic Patterns of LLMs in Persuasive Contexts
Esra Dönmez, Maximilian Maurer, Gabriella Lapesa et al.
Reward-Weighted Sampling: Enhancing Non-Autoregressive Characteristics in Masked Diffusion LLMs
Daehoon Gwak, Minseo Jung, Junwoo Park et al.
Efficient Real-time Refinement of Language Model Text Generation
Joonho Ko, Jinheon Baek, Sung Ju Hwang
Exploring Large Language Models for Detecting Mental Disorders
Gleb Kuzmin, Petr Strepetov, Maksim Stankevich et al.
Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition
Chenxin An, Zhihui Xie, Xiaonan Li et al.
Slim-SC: Thought Pruning for Efficient Scaling with Self-Consistency
Colin Hong, Xu Guo, Anand Chaanan Singh et al.
STARQA: A Question Answering Dataset for Complex Analytical Reasoning over Structured Databases
Mounica Maddela, Lingjue Xie, Daniel Preotiuc-Pietro et al.
Aligning Text/Speech Representations from Multimodal Models with MEG Brain Activity During Listening
Padakanti Srijith, Khushbu Pahwa, Radhika Mamidi et al.
Personalized Language Models via Privacy-Preserving Evolutionary Model Merging
Kyuyoung Kim, Jinwoo Shin, Jaehyung Kim