Papers
From Regulation to Interaction: Expert Views on Aligning Explainable AI with the EU AI Act
Mahdi Dhaini, Lukas Ondrus, Gjergji Kasneci
From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs?
Geng Zhang, Yizhou Ying, Sihang Jiang et al.
From SALAMANDRA to SALAMANDRATA: BSC Submission for WMT25 General Machine Translation Shared Task
Javier Garcia Gilabert, Xixian Liao, Severino Da Dalt et al.
From Schema to State: Zero-Shot Scheme-Only Dialogue State Tracking via Diverse Synthetic Dialogue and Step-by-Step Distillation
Huan Xu, Zequn Li, Wen Tang et al.
From Scores to Steps: Diagnosing and Improving LLM Performance in Evidence-Based Medical Calculations
Benlu Wang, Iris Xia, Yifan Zhang et al.
From Surveys to Narratives: Rethinking Cultural Value Adaptation in LLMs
Farid Adilazuarda, Chen Cecilia Liu, Iryna Gurevych et al.
From Tens of Hours to Tens of Thousands: Scaling Back-Translation for Speech Recognition
Tianduo Wang, Lu Xu, Wei Lu et al.
From Token to Action: State Machine Reasoning to Mitigate Overthinking in Information Retrieval
Dohyeon Lee, Yeonseok Jeong, Seung-won Hwang
From Tower to Spire: Adding the Speech Modality to a Translation-Specialist LLM
Kshitij Ambilduke, Ben Peters, Sonal Sannigrahi et al.
From Unaligned to Aligned: Scaling Multilingual LLMs with Multi-Way Parallel Corpora
Yingli Shen, Wen Lai, Shuo Wang et al.
From Understanding to Generation: An Efficient Shortcut for Evaluating Language Models
Viktor Hangya, Fabian Küch, Darina Gold
From Word to World: Evaluate and Mitigate Culture Bias in LLMs via Word Association Test
Xunlian Dai, Li Zhou, Benyou Wang et al.
FSTs vs ICL: Generalisation in LLMs for an under-resourced language
Ximena Gutierrez, Mikel Segura Elizalde, Victor Mijangos
FT-MDT: Extracting Decision Trees from Medical Texts via a Novel Low-rank Adaptation Method
Yuheng Li, Jiechao Gao, Wei Han et al.
FuseChat: Knowledge Fusion of Chat Models
Fanqi Wan, Longguang Zhong, Ziyi Yang et al.
FusionDTI: Fine-grained Binding Discovery with Token-level Fusion for Drug-Target Interaction
Zhaohan Meng, Zaiqiao Meng, Ke Yuan et al.
FuzzAug: Data Augmentation by Coverage-guided Fuzzing for Neural Test Generation
Yifeng He, Jicheng Wang, Yuyang Rong et al.
Fuzzy Reasoning Chain (FRC): An Innovative Reasoning Framework from Fuzziness to Clarity
Ping Chen, Xiang Liu, Zhaoxiang Liu et al.
G2: Guided Generation for Enhanced Output Diversity in LLMs
Zhiwen Ruan, Yixia Li, Yefeng Liu et al.
GAMBIT+: A Challenge Set for Evaluating Gender Bias in Machine Translation Quality Estimation Metrics
George Filandrianos, Orfeas Menis Mastromichalakis, Wafaa Mohammed et al.
GAMIC: Graph-Aligned Molecular In-context Learning for Molecule Analysis via LLMs
Ali Al Lawati, Jason S Lucas, Zhiwei Zhang et al.
Gamma-Guard: Lightweight Residual Adapters for Robust Guardrails in Large Language Models
Lijia Lv, Yuanshu Zhao, Guan Wang et al.
GAP: a Global Adaptive Pruning Method for Large Language Models
Zhihua Ban, Haotian Ma, Siheng Zhang et al.
GASE: Generatively Augmented Sentence Encoding
Manuel Frank, Haithem Afli