Papers
Beware of Calibration Data for Pruning Large Language Models
Yixin Ji, Yang Xiang, Juntao Li et al.
Beware of Your Po! Measuring and Mitigating AI Safety Risks in Role-Play Fine-Tuning of LLMs
Weixiang Zhao, Yulin Hu, Yang Deng et al.
Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model’s Prediction Rationality
Qitong Wang, Tang Li, Kien X. Nguyen et al.
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models
Zahra Delbari, Mohammad Taher Pilehvar
Beyond Accuracy: Revisiting Out-of-Distribution Generalization in NLI Models
Zahra Delbari, Mohammad Taher Pilehvar
Beyond A Single AI Cluster: A Survey of Decentralized LLM Training
Haotian Dong, Jingyan Jiang, Rongwei Lu et al.
Beyond Atoms: Enhancing Molecular Pretrained Representations with 3D Space Modeling
Shuqi Lu, Xiaohong Ji, Bohang Zhang et al.
Beyond Autoregression: Discrete Diffusion for Complex Reasoning and Planning
Jiacheng Ye, Jiahui Gao, Shansan Gong et al.
Beyond Autoregression: Fast LLMs via Self-Distillation Through Time
Justin Deschenaux, Caglar Gulcehre
Beyond Averages: Learning with Annotator Disagreement in STS
Alejandro Benito-Santos, Adrian Ghajari
Beyond Background Shift: Rethinking Instance Replay in Continual Semantic Segmentation
Hongmei Yin, Tingliang Feng, Fan Lyu et al.
Beyond Base Predictors: Using LLMs to Resolve Ambiguities in Akkadian Lemmatization
Frederick Riemenschneider
Beyond Benchmarks: Building a Richer Cross-Document Event Coreference Dataset with Decontextualization
Jin Zhao, Jingxuan Tu, Bingyang Ye et al.
Beyond Binary Animacy: A Multi-Method Investigation of LMs’ Sensitivity in English Object Relative Clauses
Yue Li, Yan Cong, Elaine J. Francis
Beyond Binary Preferences: Semi-Online Label-Free GRACE-KTO with Group-Wise Adaptive Calibration for High-Quality Long-Text Generation
Jingyang Deng, Ran Chen, Jo-Ku Cheng et al.
Beyond Blur: A Fluid Perspective on Generative Diffusion Models
Grzegorz Gruszczynski, Jakub Meixner, Michal Wlodarczyk et al.
Beyond Boundaries: Learning a Universal Entity Taxonomy across Datasets and Languages for Open Named Entity Recognition
Yuming Yang, Wantong Zhao, Caishuang Huang et al.
Beyond Boxes: Mask-Guided Spatio-Temporal Feature Aggregation for Video Object Detection
Khurram Azeem Hashmi, Talha Uddin Sheikh, Didier Stricker et al.
Beyond Bradley-Terry Models: A General Preference Model for Language Model Alignment
Yifan Zhang, Ge Zhang, Yue Wu et al.
Beyond Brain Decoding: Visual-Semantic Reconstructions to Mental Creation Extension Based on fMRI
Haodong Jing, Dongyao Jiang, Yongqiang Ma et al.
Beyond Browsing: API-Based Web Agents
Yueqi Song, Frank F. Xu, Shuyan Zhou et al.
Beyond Cairo: Sa’idi Egyptian Arabic Literary Corpus Construction and Analysis
Mai Mohamed Eida, Nizar Habash
Beyond Canonicalization: How Tensorial Messages Improve Equivariant Message Passing
Peter Lippmann, Gerrit Gerhartz, Roman Remme et al.
Beyond Chain-of-Thought: A Survey of Chain-of-X Paradigms for LLMs
Yu Xia, Rui Wang, Xu Liu et al.
Beyond Checkmate: Exploring the Creative Choke Points for AI Generated Texts
Nafis Irtiza Tripto, Saranya Venkatraman, Mahjabin Nahar et al.