Papers
Beyond Monolingual Limits: Fine-Tuning Monolingual ASR for Yoruba-English Code-Switching
Oreoluwa Boluwatife Babatunde, Victor Tolulope Olufemi, Emmanuel Bolarinwa et al.
Beyond Reconstruction: Generating Privacy-Preserving Clinical Letters
Libo Ren, Samuel Belkadi, Lifeng Han et al.
Beyond Silent Letters: Amplifying LLMs in Emotion Recognition with Vocal Nuances
Zehui Wu, Ziwei Gong, Lin Ai et al.
Beyond_Tech@DravidianLangTech 2025: Political Multiclass Sentiment Analysis using Machine Learning and Neural Network
Kogilavani Shanmugavadivel, Malliga Subramanian, Sanjai R et al.
Beyond Text-to-SQL for IoT Defense: A Comprehensive Framework for Querying and Classifying IoT Threats
Ryan Pavlich, Nima Ebadi, Richard Tarbell et al.
Beyond the Mode: Sequence-Level Distillation of Multilingual Translation Models for Low-Resource Language Pairs
Aarón Galiano-Jiménez, Juan Antonio Pérez-Ortiz, Felipe Sánchez-Martínez et al.
Beyond the Next Token: Towards Prompt-Robust Zero-Shot Classification via Efficient Multi-Token Prediction
Junlang Qian, Zixiao Zhu, Hanzhang Zhou et al.
Beyond the Safety Bundle: Auditing the Helpful and Harmless Dataset
Khaoula Chehbouni, Jonathan Colaço Carr, Yash More et al.
Beyond Under-Alignment: Atomic Preference Enhanced Factuality Tuning for Large Language Models
Hongbang Yuan, Yubo Chen, Pengfei Cao et al.
Beyond Words: Exploring Cultural Value Sensitivity in Multimodal Models
Srishti Yadav, Zhi Zhang, Daniel Hershcovich et al.
Bias A-head? Analyzing Bias in Transformer-Based Language Model Attention Heads
Yi Yang, Hanyu Duan, Ahmed Abbasi et al.
BiasEdit: Debiasing Stereotyped Language Models via Model Editing
Xin Xu, Wei Xu, Ningyu Zhang et al.
Bias in Danish Medical Notes: Infection Classification of Long Texts Using Transformer and LSTM Architectures Coupled with BERT
Mehdi Parviz, Rudi Agius, Carsten Niemann et al.
Bigger But Not Better: Small Neural Language Models Outperform LLMs in Detection of Thought Disorder
Changye Li, Weizhe Xu, Serguei Pakhomov et al.
BioEL: A Comprehensive Python Package for Biomedical Entity Linking
Prasanth Bathala, Christophe Ye, Batuhan Nursal et al.
BitAbuse: A Dataset of Visually Perturbed Texts for Defending Phishing Attacks
Hanyong Lee, Chaelyn Lee, Yongjae Lee et al.
Black-Box Visual Prompt Engineering for Mitigating Object Hallucination in Large Vision Language Models
Sangmin Woo, Kang Zhou, Yun Zhou et al.
BlueRay@DravidianLangTech-2025: Fake News Detection in Dravidian Languages
Kogilavani Shanmugavadivel, Malliga Subramanian, Aiswarya M et al.
BnTTS: Few-Shot Speaker Adaptation in Low-Resource Setting
Mohammad Jahid Ibna Basher, Md Kowsher, Md Saiful Islam et al.
Bottom-Up Synthesis of Knowledge-Grounded Task-Oriented Dialogues with Iteratively Self-Refined Prompts
Kun Qian, Maximillian Chen, Siyan Li et al.
BPO: Towards Balanced Preference Optimization between Knowledge Breadth and Depth in Alignment
Sizhe Wang, Yongqi Tong, Hengyuan Zhang et al.
Break-Ideate-Generate (BrIdGe): Moving beyond Translations for Localization using LLMs
Swapnil Gupta, Lucas Pereira Carlini, Prateek Sircar et al.
Breaking Boundaries: Investigating the Effects of Model Editing on Cross-linguistic Performance
Somnath Banerjee, Avik Halder, Rajarshi Mandal et al.