Deep Learning

Improving Knowledge Graph Completion with Structure-Aware Supervised Contrastive Learning EMNLP 2024 Improving Large Language Models via Fine-grained Reinforcement Learning with Minimum Editing Constraint ACL 2024 Improving Lipschitz-Constrained Neural Networks by Learning Activation Functions JMLR 2024 Improving LLM Attributions with Randomized Path-Integration EMNLP 2024 Improving Multi-Label Classification of Similar Languages by Semantics-Aware Word Embeddings NAACL 2024 Improving Multilingual ASR Robustness to Errors in Language Input Interspeech 2024 Improving Multilingual Neural Machine Translation by Utilizing Semantic and Linguistic Features ACL 2024 Improving Multi-party Dialogue Generation via Topic and Rhetorical Coherence EMNLP 2024 Improving Multi-view Document Clustering: Leveraging Multi-structure Processor and Hybrid Ensemble Clustering Module COLING 2024 Improving Neural Biasing for Contextual Speech Recognition by Early Context Injection and Text Perturbation Interspeech 2024 Improving Neural Network Generalization on Data-Limited Regression with Doubly-Robust Boosting AAAI 2024 Improving Neural Network Surface Processing with Principal Curvatures NeurIPS 2024 Improving Neural ODE Training with Temporal Adaptive Batch Normalization NeurIPS 2024 Improving Non-Transferable Representation Learning by Harnessing Content and Style ICLR 2024 Improving Normalization With the James-Stein Estimator WACV 2024 Improving Offline RL by Blending Heuristics ICLR 2024 Improving Out-of-Distribution Generalization in Graphs via Hierarchical Semantic Environments CVPR 2024 Improving Panoptic Narrative Grounding by Harnessing Semantic Relationships and Visual Confirmation AAAI 2024 Improving Prototypical Visual Explanations with Reward Reweighing, Reselection, and Retraining ICML 2024 Improving PTM Site Prediction by Coupling of Multi-Granularity Structure and Multi-Scale Sequence Representation AAAI 2024 Improving Recall of Large Language Models: A Model Collaboration Approach for Relational Triple Extraction COLING 2024 Improving Referring Ability for Biomedical Language Models EMNLP 2024 Improving Retrieval Augmented Open-Domain Question-Answering with Vectorized Contexts ACL 2024 Improving Robustness for Joint Optimization of Camera Pose and Decomposed Low-Rank Tensorial Radiance Fields AAAI 2024 Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective NeurIPS 2024