representation alignment

Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023 Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023 kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023 KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023 Less is More: Task-aware Layer-wise Distillation for Language Model Compression ICML 2023 MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting EACL 2023 PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition ACL 2023 ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts ICML 2023 Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023 Correct-N-Contrast: a Contrastive Approach for Improving Robustness to Spurious Correlations ICML 2022 Distilling a Pretrained Language Model to a Multilingual ASR Model Interspeech 2022 Domain Adaptation meets Individual Fairness. And they get along. NeurIPS 2022 KL Guided Domain Adaptation ICLR 2022 PiCO: Contrastive Label Disambiguation for Partial Label Learning ICLR 2022 Towards Robust Dense Retrieval via Local Ranking Alignment IJCAI 2022 Understanding Contrastive Learning Requires Incorporating Inductive Biases ICML 2022 Crosslingual Transfer Learning for Relation and Event Extraction via Word Category and Class Alignments EMNLP 2021 Explicit Alignment Objectives for Multilingual Bidirectional Encoders NAACL 2021 Investigating Post-pretraining Representation Alignment for Cross-Lingual Question Answering EMNLP 2021 Reconsidering Representation Alignment for Multi-View Clustering CVPR 2021 Cross-lingual Spoken Language Understanding with Regularized Representation Alignment EMNLP 2020 Emerging Cross-lingual Structure in Pretrained Language Models ACL 2020