Deep Learning

Universal Backdoor Defense via Label Consistency in Vertical Federated Learning IJCAI 2025 Unlocking Decoding-time Controllability: Gradient-Free Multi-Objective Alignment with Contrastive Prompts NAACL 2025 Unravelling the Logic: Investigating the Generalisation of Transformers in Numerical Satisfiability Problems ACL 2025 Using Review Combination and Pseudo-Tokens for Aspect Sentiment Quad Prediction NAACL 2025 Virtual CRISPR: Can LLMs Predict CRISPR Screen Results? ACL 2025 VSNet: Focusing on the Linguistic Characteristics of Sign Language CVPR 2025 Vulnerability of LLMs to Vertically Aligned Text Manipulations ACL 2025 WaveletMixer: A Multi-Resolution Wavelets Based MLP-Mixer for Multivariate Long-Term Time Series Forecasting AAAI 2025 Weakly Supervised Semantic Segmentation via Progressive Confidence Region Expansion CVPR 2025 What Makes Cryptic Crosswords Challenging for LLMs? COLING 2025 When Should Dense Retrievers Be Updated in Evolving Corpora? Detecting Out-of-Distribution Corpora Using GradNormIR ACL 2025 Where is the answer? An empirical study of positional bias for parametric knowledge extraction in language model NAACL 2025 YenCS@DravidianLangTech 2025: Integrating Hybrid Architectures for Fake News Detection in Low-Resource Dravidian Languages NAACL 2025 You Shall Know a Word’s Difficulty by the Family It Keeps: Word Family Features in Personalised Word Difficulty Classifiers for L2 Spanish ACL 2025 ZEN: Empowering Distributed Training with Sparsity-driven Data Synchronization OSDI 2025 AboutMe: Using Self-Descriptions in Webpages to Document the Effects of English Pretraining Data Filters ACL 2024 Achieving Domain-Independent Certified Robustness via Knowledge Continuity NeurIPS 2024 A Community-Centric Perspective for Characterizing and Detecting Anti-Asian Violence-Provoking Speech ACL 2024 A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery EMNLP 2024 AdjointDEIS: Efficient Gradients for Diffusion Models NeurIPS 2024 ADOPT: Modified Adam Can Converge with Any β_2 with the Optimal Rate NeurIPS 2024 Advancing Spiking Neural Networks for Sequential Modeling with Central Pattern Generators NeurIPS 2024 Advancing Video Anomaly Detection: A Concise Review and a New Dataset NeurIPS 2024 A Layer-Wise Natural Gradient Optimizer for Training Deep Neural Networks NeurIPS 2024 ALPS: Improved Optimization for Highly Sparse One-Shot Pruning for Large Language Models NeurIPS 2024