Papers
BERT-based Annotation of Oral Texts Elicited via Multilingual Assessment Instrument for Narratives
Timo Baumann, Korbinian Eller, Natalia Gagarina
Better Alignment with Instruction Back-and-Forth Translation
Thao Nguyen, Jeffrey Li, Sewoong Oh et al.
Better Call SAUL: Fluent and Consistent Language Model Editing with Generation Regularization
Mingyang Wang, Lukas Lange, Heike Adel et al.
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning
Daniele Rege Cambrin, Giuseppe Gallipoli, Irene Benedetto et al.
Beyond Common Words: Enhancing ASR Cross-Lingual Proper Noun Recognition Using Large Language Models
Rishabh Kumar, Sabyasachi Ghosh, Ganesh Ramakrishnan
Beyond Correlation: Interpretable Evaluation of Machine Translation Metrics
Stefano Perrella, Lorenzo Proietti, Pere-Lluís Huguet Cabot et al.
Beyond Demographics: Aligning Role-playing LLM-based Agents Using Human Belief Networks
Yun-Shiuan Chuang, Krirk Nirunwiroj, Zach Studdiford et al.
Beyond Embeddings: The Promise of Visual Table in Visual Reasoning
Yiwu Zhong, Zi-Yuan Hu, Michael Lyu et al.
Beyond Fine-tuning: Unleashing the Potential of Continuous Pretraining for Clinical LLMs.
Clement Christophe, Tathagata Raha, Svetlana Maslenkova et al.
Beyond Human-Only: Evaluating Human-Machine Collaboration for Collecting High-Quality Translation Data
Zhongtao Liu, Parker Riley, Daniel Deutsch et al.
Beyond Label Attention: Transparency in Language Models for Automated Medical Coding via Dictionary Learning
John Wu, David Wu, Jimeng Sun
Beyond Lines and Circles: Unveiling the Geometric Reasoning Gap in Large Language Models
Spyridon Mouselinos, Henryk Michalewski, Mateusz Malinowski
Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication
Weize Chen, Chenfei Yuan, Jiarui Yuan et al.
Beyond Perplexity: Multi-dimensional Safety Evaluation of LLM Compression
Zhichao Xu, Ashim Gupta, Tao Li et al.
Beyond Persuasion: Towards Conversational Recommender System with Credible Explanations
Peixin Qin, Chen Huang, Yang Deng et al.
Beyond Reference: Evaluating High Quality Translations Better than Human References
Keonwoong Noh, Seokjin Oh, Woohwan Jung
Beyond Single-Audio: Advancing Multi-Audio Processing in Audio Large Language Models
Yiming Chen, Xianghu Yue, Xiaoxue Gao et al.
Beyond the Numbers: Transparency in Relation Extraction Benchmark Creation and Leaderboards
Varvara Arzt, Allan Hanbury
Beyond the Turn-Based Game: Enabling Real-Time Conversations with Duplex Models
Xinrong Zhang, Yingfa Chen, Shengding Hu et al.
Beyond Turn-Based Interfaces: Synchronous LLMs as Full-Duplex Dialogue Agents
Bandhav Veluri, Benjamin N Peloquin, Bokai Yu et al.
BiasAlert: A Plug-and-play Tool for Social Bias Detection in LLMs
Zhiting Fan, Ruizhe Chen, Ruiling Xu et al.
BiasDora: Exploring Hidden Biased Associations in Vision-Language Models
Chahat Raj, Anjishnu Mukherjee, Aylin Caliskan et al.
BiasWipe: Mitigating Unintended Bias in Text Classifiers through Model Interpretability
Mamta, Rishikant Chigrupaatii, Asif Ekbal
Bi-DCSpell: A Bi-directional Detector-Corrector Interactive Framework for Chinese Spelling Check
Haiming Wu, Hanqing Zhang, Richeng Xuan et al.