Papers
Attribute-Controlled Translation with Preference Optimization
Inigo Jauregi Unanue, Najmeh Sadoughi, Vimal Bhat et al.
VIGiA: Instructional Video Guidance via Dialogue Reasoning and Retrieval
Diogo Glória-Silva, David Semedo, Joao Magalhaes
Marking Code Without Breaking It: Code Watermarking for Detecting LLM-Generated Code
Jungin Kim, Shinwoo Park, Yo-Sub Han
KGHaluBench: A Knowledge Graph-Based Hallucination Benchmark for Evaluating the Breadth and Depth of LLM Knowledge
Alex Robertson, Huizhi Liang, Mahbub Gani et al.
TABED: Test-Time Adaptive Ensemble Drafting for Robust Speculative Decoding in LVLMs
Minjae Lee, Wonjun Kang, Byeongkeun Ahn et al.
Science Across Languages: Assessing LLM Multilingual Translation of Scientific Papers
Hannah Calzi Kleidermacher, James Zou
SLANG-GraphRAG: Multi-Layered Retrieval with Domain-Specific Knowledge for Low Resource Social Media Conversations
Ifeoluwa Wuraola, Daniel Marciniak, Nina Dethlefs
Learning to Ask: Multi-Decoder Fine-Tuning for Multi-Hop Visual Question Generation with External Knowledge
Arpan Phukan, Manish Gupta, Asif Ekbal
Similar Region Search using LLMs on Spatial Feature Space
Al-Amin Sany, Mohaiminul Islam, Tanzima Hashem et al.
Beyond Multiple Choice: Evaluating Steering Vectors for Summarization
Joschka Braun, Carsten Eickhoff, Seyed Ali Bahrainian
The Problem of Ambiguity in Table Question Answering
Jorge Osés Grijalba, L. Alfonso Ureña, Eugenio Martínez-Cámara et al.
BitBypass: A New Direction in Jailbreaking Aligned Large Language Models with Bitstream Camouflage
Kalyan Nakka, Nitesh Saxena
MOSAIC: Masked Objective with Selective Adaptation for In-domain Contrastive Learning
Vera Pavlova, Mohammed Makhlouf
Evaluating Morphological Plausibility of Subword Tokenization via Statistical Alignment with Morpho-Syntactic Features
Abishek Stephen, Jindřich Libovický
What Really Matters for Table LLMs? A Meta-Evaluation of Model and Data Effects
Naihao Deng, Sheng Zhang, Henghui Zhu et al.
MultiCW: A Large-Scale Balanced Benchmark Dataset for Training Robust Check-Worthiness Detection Models
Martin Hyben, Sebastian Kula, Jan Cegin et al.
Logits-Based Block Pruning with Affine Transformations for Large Language Models
Zekun Hu, Yichu Xu, De-Chuan Zhan
StrucSum: Graph-Structured Reasoning for Long Document Extractive Summarization with LLMs
Haohan Yuan, Sukhwa Hong, Haopeng Zhang
Blind Spot Navigation in Large Language Model Reasoning with Thought Space Explorer
Jinghan Zhang, Fengran Mo, Tharindu Cyril Weerasooriya et al.
Unlocking Large Audio-Language Models for Interactive Language Learning
Hongfu Liu, Zhouying Cui, Xiangming Gu et al.
Tailoring Memory Granularity for Multi-Hop Reasoning over Long Contexts
Peijun Qing, Xingjian Diao, Chiyu Ma et al.
Interpretable Graph-Language Modeling for Detecting Youth Illicit Drug Use
Yiyang Li, Zehong Wang, Zhengqing Yuan et al.
Beyond Coherence: Improving Temporal Consistency and Interpretability in Dynamic Topic Models
Thanh Vinh Nguyen, Ngo Van Dong, Minh Chu Xuan et al.
LitE-SQL: A Lightweight and Efficient Text-to-SQL Framework with Vector-based Schema Linking and Execution-Guided Self-Correction
Shengmin Piao, Jieun Lee, Sanghyun Park
ThinkPilot: Steering Reasoning Models via Automated Think-prefixes Optimization
Sunzhu Li, Zhiyu Lin, Jiale Zhao et al.