Papers
FactSelfCheck: Fact-Level Black-Box Hallucination Detection for LLMs
Albert Sawczyn, Jakub Binkowski, Denis Janiak et al.
RoD-TAL: A Benchmark for Answering Questions in Romanian Driving License Exams
Andrei Vlad Man, Răzvan-Alexandru Smădu, Cristian-George Craciun et al.
Tackling Distractor Documents in Multi-Hop QA with Reinforcement and Curriculum Learning
Jerry Huang, Siddarth Madala, Risham Sidhu et al.
ART: Attention-Regularized Transformers for Multi-Modal Robustness
Mohammed Bouri, Mohammed Erradi, Adnane Saoud
Do LLMs model human linguistic variation? A case study in Hindi-English Verb code-mixing
Mukund Choudhary, Madhur Jindal, Gaurja Aeron et al.
code-transformed: The Influence of Large Language Models on Code
Yuliang Xu, Siming Huang, Mingmeng Geng et al.
Revealing the Numeracy Gap: An Empirical Investigation of Text Embedding Models
Ningyuan Deng, Hanyu Duan, Yixuan Tang et al.
COIG-P: A High-Quality and Large-Scale Chinese Preference Dataset for Alignment with Human Values
Siwei Wu, JinCheng Ren, Xeron Du et al.
MMRA: A Benchmark for Evaluating Multi-Granularity and Multi-Image Relational Association Capabilities in Large Visual Language Models
Siwei Wu, King Zhu, Yu Bai et al.
Improving the OOD Performance of Closed-Source LLMs on NLI Through Strategic Data Selection
Joe Stacey, Lisa Alazraki, Aran Ubhi et al.
Hierarchical User Intent Inference with Knowledge Graph Grounding
Tzu-Cheng Peng, Chien Chin Chen, Yung-Chun Chang
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.