Papers
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
RAED: Retrieval-Augmented Entity Description Generation for Emerging Entity Linking and Disambiguation
Karim Ghonim, Pere-Lluís Huguet Cabot, Riccardo Orlando et al.
Concept-pedia: a Wide-coverage Semantically-annotated Multimodal Dataset
Karim Ghonim, Andrei Stefan Bejgu, Alberte Fernández-Castro et al.
Liaozhai through the Looking-Glass: On Paratextual Explicitation of Culture-Bound Terms in Machine Translation
Sherrie Shen, Weixuan Wang, Alexandra Birch
Towards Event Extraction with Massive Types: LLM-based Collaborative Annotation and Partitioning Extraction
Wenxuan Liu, Zixuan Li, Long Bai et al.
Conflicting Needles in a Haystack: How LLMs behave when faced with contradictory information
Murathan Kurfali, Robert Östling
WojoodRelations: Arabic Relation Extraction Corpus and Modeling
Alaa Aljabari, Mohammed Khalilia, Mustafa Jarrar
From Input Perception to Predictive Insight: Modeling Model Blind Spots Before They Become Errors
Maggie Mi, Aline Villavicencio, Nafise Sadat Moosavi
NitiBench: Benchmarking LLM Frameworks on Thai Legal Question Answering Capabilities
Pawitsapak Akarajaradwong, Pirat Pothavorn, Chompakorn Chaksangchaichot et al.
Retrieval-Augmented Generation with Estimation of Source Reliability
Jeongyeon Hwang, Junyoung Park, Hyejin Park et al.
xCoRe: Cross-context Coreference Resolution
Giuliano Martinelli, Bruno Gatti, Roberto Navigli
EduAdapt: A Question Answer Benchmark Dataset for Evaluating Grade-Level Adaptability in LLMs
Numaan Naeem, Abdellah El Mekki, Muhammad Abdul-Mageed
CodeSSM: Towards State Space Models for Code Understanding
Shweta Verma, Abhinav Anand, Mira Mezini
LoCt-Instruct: An Automatic Pipeline for Constructing Datasets of Logical Continuous Instructions
Hongyu Sun, Yusuke Sakai, Haruki Sakajo et al.
PerspectiveMod: A Perspectivist Resource for Deliberative Moderation
Eva Maria Vecchi, Neele Falk, Carlotta Quensel et al.
Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query
Yixuan Wang, Shiyu Ji, Yijun Liu et al.
Multi-LMentry: Can Multilingual LLMs Solve Elementary Tasks Across Languages?
Luca Moroni, Javier Aula-Blasco, Simone Conia et al.
FillerSpeech: Towards Human-Like Text-to-Speech Synthesis with Filler Insertion and Filler Style Control
Seung-Bin Kim, Jun-Hyeok Cha, Hyung-Seok Oh et al.