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Contrastive Learning

3535 directly classified papers

Papers per year

Papers

Induce Spoken Dialog Intents via Deep Unsupervised Context Contrastive Clustering INTERSPEECH 2022
Unsupervised Data Selection via Discrete Speech Representation for ASR INTERSPEECH 2022
SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition INTERSPEECH 2022
Augment with Care: Contrastive Learning for Combinatorial Problems ICML 2022
Hierarchically Decoupled Spatial-Temporal Contrast for Self-Supervised Video Representation Learning WACV 2022
Explanation Graph Generation via Pre-trained Language Models: An Empirical Study with Contrastive Learning ACL 2022
SCD: Self-Contrastive Decorrelation of Sentence Embeddings ACL 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022
MirrorAlign: A Super Lightweight Unsupervised Word Alignment Model via Cross-Lingual Contrastive Learning ACL 2022
COCO-DR: Combating the Distribution Shift in Zero-Shot Dense Retrieval with Contrastive and Distributionally Robust Learning EMNLP 2022
QA Domain Adaptation using Hidden Space Augmentation and Self-Supervised Contrastive Adaptation EMNLP 2022
Mitigating Data Sparsity for Short Text Topic Modeling by Topic-Semantic Contrastive Learning EMNLP 2022
KECP: Knowledge Enhanced Contrastive Prompting for Few-shot Extractive Question Answering EMNLP 2022
Neural Machine Translation with Contrastive Translation Memories EMNLP 2022
Momentum Contrastive Pre-training for Question Answering EMNLP 2022
Sentiment-Aware Word and Sentence Level Pre-training for Sentiment Analysis EMNLP 2022
Contrastive Learning enhanced Author-Style Headline Generation EMNLP 2022
Supervised Prototypical Contrastive Learning for Emotion Recognition in Conversation EMNLP 2022
Let the CAT out of the bag: Contrastive Attributed explanations for Text EMNLP 2022
Dial2vec: Self-Guided Contrastive Learning of Unsupervised Dialogue Embeddings EMNLP 2022
Multi-Label Intent Detection via Contrastive Task Specialization of Sentence Encoders EMNLP 2022
Query-based Instance Discrimination Network for Relational Triple Extraction EMNLP 2022
PromptBERT: Improving BERT Sentence Embeddings with Prompts EMNLP 2022
English Contrastive Learning Can Learn Universal Cross-lingual Sentence Embeddings EMNLP 2022
MABEL: Attenuating Gender Bias using Textual Entailment Data EMNLP 2022