representation alignment

Can Machine Translation Bridge Multilingual Pretraining and Cross-lingual Transfer Learning? COLING 2024 Can Transformers Smell Like Humans? NeurIPS 2024 Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment ACL 2024 COMMA: Co-articulated Multi-Modal Learning AAAI 2024 Dual-Space Knowledge Distillation for Large Language Models EMNLP 2024 Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024 Latent Functional Maps: a spectral framework for representation alignment NeurIPS 2024 Learning Human-like Representations to Enable Learning Human Values NeurIPS 2024 Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training EMNLP 2024 MCL-NER: Cross-Lingual Named Entity Recognition via Multi-View Contrastive Learning AAAI 2024 mOthello: When Do Cross-Lingual Representation Alignment and Cross-Lingual Transfer Emerge in Multilingual Models? NAACL 2024 PreAlign: Boosting Cross-Lingual Transfer by Early Establishment of Multilingual Alignment EMNLP 2024 Quantifying Representation Reliability in Self-Supervised Learning Models UAI 2024 Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing EMNLP 2024 Targeted Representation Alignment for Open-World Semi-Supervised Learning CVPR 2024 Test-time Adaptation in Non-stationary Environments via Adaptive Representation Alignment NeurIPS 2024 Backpropagation-Free Deep Learning with Recursive Local Representation Alignment AAAI 2023 Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023 CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning ICCV 2023 Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023 Delving into the Openness of CLIP ACL 2023 Do Invariances in Deep Neural Networks Align with Human Perception? AAAI 2023 Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers ACL 2023 FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering AAAI 2023 Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023