conftrace_

representation alignment

87 papers

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Also known as

REPA

Co-occurring keywords

representation learning (6206) cross-lingual transfer (1477) large language model (13587) contrastive learning (4032) transfer learning (5449) language model (4599) multilingual language model (444) knowledge distillation (3725) domain adaptation (4595) zero-shot learning (3650)

Papers

Hallucination Augmented Contrastive Learning for Multimodal Large Language Model CVPR 2024
Are nuclear masks all you need for improved out-of-domain generalisation? A closer look at cancer classification in histopathology NIPS 2024
Code-Switching Can be Better Aligners: Advancing Cross-Lingual SLU through Representation-Level and Prediction-Level Alignment ACL 2024
Targeted Representation Alignment for Open-World Semi-Supervised Learning CVPR 2024
Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training EMNLP 2024
Dual-Space Knowledge Distillation for Large Language Models EMNLP 2024
Learning Human-like Representations to Enable Learning Human Values NIPS 2024
Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023
Backpropagation-Free Deep Learning with Recursive Local Representation Alignment AAAI 2023
Do Invariances in Deep Neural Networks Align with Human Perception? AAAI 2023
Delving into the Openness of CLIP ACL 2023
FiTs: Fine-Grained Two-Stage Training for Knowledge-Aware Question Answering AAAI 2023
kNN-TL: k-Nearest-Neighbor Transfer Learning for Low-Resource Neural Machine Translation ACL 2023
ProtST: Multi-Modality Learning of Protein Sequences and Biomedical Texts ICML 2023
Less is More: Task-aware Layer-wise Distillation for Language Model Compression ICML 2023
Can Cross-Lingual Transferability of Multilingual Transformers Be Activated Without End-Task Data? ACL 2023
Improving Zero-shot Multilingual Neural Machine Translation by Leveraging Cross-lingual Consistency Regularization ACL 2023
PRAM: An End-to-end Prototype-based Representation Alignment Model for Zero-resource Cross-lingual Named Entity Recognition ACL 2023
KnowTellConvince at ArAIEval Shared Task: Disinformation and Persuasion Detection in Arabic using Similar and Contrastive Representation Alignment EMNLP 2023
Continual Vision-Language Representation Learning with Off-Diagonal Information ICML 2023
MAPL: Parameter-Efficient Adaptation of Unimodal Pre-Trained Models for Vision-Language Few-Shot Prompting EACL 2023
Exploring the Relationship between Alignment and Cross-lingual Transfer in Multilingual Transformers ACL 2023
Isotropic Representation Can Improve Zero-Shot Cross-Lingual Transfer on Multilingual Language Models EMNLP 2023
CleanCLIP: Mitigating Data Poisoning Attacks in Multimodal Contrastive Learning ICCV 2023
Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023