Theory

BlockBoost: Scalable and Efficient Blocking through Boosting AISTATS 2024 BotChat: Evaluating LLMs’ Capabilities of Having Multi-Turn Dialogues NAACL 2024 Bounding Box Stability against Feature Dropout Reflects Detector Generalization across Environments ICLR 2024 Bounds for the smallest eigenvalue of the NTK for arbitrary spherical data of arbitrary dimension NeurIPS 2024 Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds JMLR 2024 Bridging OOD Detection and Generalization: A Graph-Theoretic View NeurIPS 2024 Bridging the Divide: Reconsidering Softmax and Linear Attention NeurIPS 2024 Building a stable classifier with the inflated argmax NeurIPS 2024 Building Expressive and Tractable Probabilistic Generative Models: A Review IJCAI 2024 Bypassing the ASP Bottleneck: Hybrid Grounding by Splitting and Rewriting IJCAI 2024 Can Biases in ImageNet Models Explain Generalization? CVPR 2024 Can CLIP Count Stars? An Empirical Study on Quantity Bias in CLIP EMNLP 2024 Can Humans Identify Domains? COLING 2024 Can Large Language Models Learn Independent Causal Mechanisms? EMNLP 2024 Carrot and Stick: Eliciting Comparison Data and Beyond NeurIPS 2024 Cascade of phase transitions in the training of energy-based models NeurIPS 2024 Categorical Flow Matching on Statistical Manifolds NeurIPS 2024 Categorical Generative Model Evaluation via Synthetic Distribution Coarsening AISTATS 2024 Causal Estimation of Memorisation Profiles ACL 2024 Causal Strategic Learning with Competitive Selection AAAI 2024 Causal Structure Recovery with Latent Variables under Milder Distributional and Graphical Assumptions ICLR 2024 Chain of Thought Empowers Transformers to Solve Inherently Serial Problems ICLR 2024 Challenges of German Speech Recognition: A Study on Multi-ethnolectal Speech Among Adolescents Interspeech 2024 Challenges to Evaluating the Generalization of Coreference Resolution Models: A Measurement Modeling Perspective ACL 2024 ChatMusician: Understanding and Generating Music Intrinsically with LLM ACL 2024