Papers
BlockPruner: Fine-grained Pruning for Large Language Models
Longguang Zhong, Fanqi Wan, Ruijun Chen et al.
Blue-haired, misandriche, rabiata: Tracing the Connotation of ‘Feminist(s)’ Across Time, Languages and Domains
Arianna Muti, Sara Gemelli, Emanuele Moscato et al.
BlueToad at SemEval-2025 Task 3: Using Question-Answering-Based Language Models to Extract Hallucinations from Machine-Generated Text
Michiel Pronk, Ekaterina Kamyshanova, Thijmen Adam et al.
BMIKE-53: Investigating Cross-Lingual Knowledge Editing with In-Context Learning
Ercong Nie, Bo Shao, Mingyang Wang et al.
Bone Soups: A Seek-and-Soup Model Merging Approach for Controllable Multi-Objective Generation
Guofu Xie, Xiao Zhang, Ting Yao et al.
BOOKCOREF: Coreference Resolution at Book Scale
Giuliano Martinelli, Tommaso Bonomo, Pere-Lluís Huguet Cabot et al.
BOOKWORLD: From Novels to Interactive Agent Societies for Story Creation
Yiting Ran, Xintao Wang, Tian Qiu et al.
Boost, Disentangle, and Customize: A Robust System2-to-System1 Pipeline for Code Generation
Kounianhua Du, Hanjing Wang, Jianxing Liu et al.
Boosting LLM’s Molecular Structure Elucidation with Knowledge Enhanced Tree Search Reasoning
Xiang Zhuang, Bin Wu, Jiyu Cui et al.
Boosting LLM Translation Skills without General Ability Loss via Rationale Distillation
Junhong Wu, Yang Zhao, Yangyifan Xu et al.
Boosting Long-Context Information Seeking via Query-Guided Activation Refilling
Hongjin Qian, Zheng Liu, Peitian Zhang et al.
Boosting Policy and Process Reward Models with Monte Carlo Tree Search in Open-Domain QA
Chi-Min Chan, Chunpu Xu, Junqi Zhu et al.
Boosting Vulnerability Detection of LLMs via Curriculum Preference Optimization with Synthetic Reasoning Data
Xin-Cheng Wen, Yijun Yang, Cuiyun Gao et al.
Bootstrapping UMRs from Universal Dependencies for Scalable Multilingual Annotation
Federica Gamba, Alexis Palmer, Daniel Zeman
BOSE: A Systematic Evaluation Method Optimized for Base Models
Hongzhi Luan, Changxin Tian, Zhaoxin Huan et al.
BottleHumor: Self-Informed Humor Explanation using the Information Bottleneck Principle
EunJeong Hwang, Peter West, Vered Shwartz
BPP-Search: Enhancing Tree of Thought Reasoning for Mathematical Modeling Problem Solving
Teng Wang, Wing Yin Yu, Zhenqi He et al.
BQA: Body Language Question Answering Dataset for Video Large Language Models
Shintaro Ozaki, Kazuki Hayashi, Miyu Oba et al.
BrainECHO: Semantic Brain Signal Decoding through Vector-Quantized Spectrogram Reconstruction for Whisper-Enhanced Text Generation
Jilong Li, Zhenxi Song, Jiaqi Wang et al.
Breaking the Ceiling: Exploring the Potential of Jailbreak Attacks through Expanding Strategy Space
Yao Huang, Yitong Sun, Shouwei Ruan et al.
Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution
Tao He, Hao Li, Jingchang Chen et al.
Breaking the Transcription Bottleneck: Fine-tuning ASR Models for Extremely Low-Resource Fieldwork Languages
Siyu Liang, Gina-Anne Levow
Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms
Caio Corro, Mathieu Lacroix, Joseph Le Roux
Brevity is the soul of sustainability: Characterizing LLM response lengths
Soham Poddar, Paramita Koley, Janardan Misra et al.
Bridge-Coder: Transferring Model Capabilities from High-Resource to Low-Resource Programming Language
Jipeng Zhang, Jianshu Zhang, Yuanzhe Li et al.