Papers
MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding
Jeonghun Baek, Kazuki Egashira, Shota Onohara et al.
Ranking Human and LLM Texts Using Locality Statistics
Yiyang Wang, Chen Ding, Hangfeng He
DFPE: A Diverse Fingerprint Ensemble for Enhancing LLM Performance
Seffi Cohen, Nurit Cohen Inger, Niv Goldshlager et al.
IRPO: Implicit Policy Regularized Preference Optimization
Youngsoo Jang, Yu Jin Kim, Geon-Hyeong Kim et al.
LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation
Yupian Lin, Guangya Yu, Cheng Yuan et al.
Let’s Simplify Step by Step: Guiding LLM Towards Multilingual Unsupervised Proficiency-Controlled Sentence Simplification
Jingshen Zhang, Xin Ying Qiu, Lifang Lu et al.
Leveraging Digitized Newspapers to Collect Summarization Data in Low-Resource Languages
Noam Dahan, Omer Kidron, Gabriel Stanovsky
ORSO QGen: Odds-Ratio Steerable Optimization for Controlling Question Generation
Andreea Dutulescu, Stefan Ruseti, Mihai Dascalu et al.
A Comprehensive Evaluation of Multilingual Chain-of-Thought Reasoning: Performance, Consistency, and Faithfulness Across Languages
Raoyuan Zhao, Yihong Liu, Hinrich Schuetze et al.
Diagnosis of Dysarthria Severity and Explanation Generation Using XAI-Enhanced CLINIC-GENIE on Diadochokinetic Tasks
Jihyeon Kim, Insung Lee, Myoung-Wan Koo
The Art of Saying "Maybe": A Conformal Lens for Uncertainty Benchmarking in VLMs
Asif Azad, Mohammad Sadat Hossain, MD Sadik Hossain Shanto et al.
DuFFin: A Dual-Level Fingerprinting Framework for LLMs IP Protection
Yuliang Yan, Haochun Tang, Shuo Yan et al.
Argument Component Segmentation with Fine-Tuned Large Language Models
Ettore Caputo, Sergio Greco, Lucio La Cava
PATCH: Mitigating PII Leakage in Language Models with Privacy-Aware Targeted Circuit PatcHing
Anthony Hughes, Vasisht Duddu, N. Asokan et al.
Sparse Brains are Also Adaptive Brains: Cognitive-Load-Aware Dynamic Activation for LLMs
Yiheng Yang, Yujie Wang, Chi Ma et al.
FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation
Yulia Otmakhova, Thinh Hung Truong, Rahmad Mahendra et al.
Stay Focused: Problem Drift in Multi-Agent Debate
Jonas Becker, Lars Benedikt Kaesberg, Andreas Stephan et al.
Benchmarking Direct Preference Optimization for Medical Large Vision–Language Models
Dain Kim, Jiwoo Lee, Jaehoon Yun et al.
Multilingual Self-Taught Faithfulness Evaluators
Carlo Alfano, Aymen Al Marjani, Zeno Jonke et al.
Show or Tell? Modeling the evolution of request-making in Human-LLM conversations
Shengqi Zhu, Jeffrey Rzeszotarski, David Mimno
CLICKER: Cross-Lingual Knowledge Editing via In-Context Learning with Adaptive Stepwise Reasoning
Zehui Jiang, Xin Zhao, Yuta Kumadaki et al.
Think Just Enough: Leveraging Self-Assessed Confidence for Adaptive Reasoning in Language Models
Junyeob Kim, Sang-goo Lee, Taeuk Kim
Open-Domain Safety Policy Construction
Di Wu, Siyue Liu, Zixiang Ji et al.
Position Encoding with Random Float Sampling Enhances Length Generalization of Transformers
Atsushi Shimizu, Shohei Taniguchi, Yutaka Matsuo
Enabling Autoregressive Models to Fill In Masked Tokens
Daniel Mingyi Israel, Aditya Grover, Guy Van den Broeck