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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Summary-Oriented Vision Modeling for Multimodal Abstractive Summarization ACL 2023
Improving Self-training for Cross-lingual Named Entity Recognition with Contrastive and Prototype Learning ACL 2023
Explanation-based Finetuning Makes Models More Robust to Spurious Cues ACL 2023
Back Translation for Speech-to-text Translation Without Transcripts ACL 2023
Unified Demonstration Retriever for In-Context Learning ACL 2023
DimonGen: Diversified Generative Commonsense Reasoning for Explaining Concept Relationships ACL 2023
Multilingual Conceptual Coverage in Text-to-Image Models ACL 2023
SESCORE2: Learning Text Generation Evaluation via Synthesizing Realistic Mistakes ACL 2023
Cross-modal Attention Congruence Regularization for Vision-Language Relation Alignment ACL 2023
Cross-View Language Modeling: Towards Unified Cross-Lingual Cross-Modal Pre-training ACL 2023
Counterspeeches up my sleeve! Intent Distribution Learning and Persistent Fusion for Intent-Conditioned Counterspeech Generation ACL 2023
miCSE: Mutual Information Contrastive Learning for Low-shot Sentence Embeddings ACL 2023
APOLLO: A Simple Approach for Adaptive Pretraining of Language Models for Logical Reasoning ACL 2023
FLamE: Few-shot Learning from Natural Language Explanations ACL 2023
Where’s the Point? Self-Supervised Multilingual Punctuation-Agnostic Sentence Segmentation ACL 2023
Multi-Level Knowledge Distillation for Out-of-Distribution Detection in Text ACL 2023
Envisioning Future from the Past: Hierarchical Duality Learning for Multi-Turn Dialogue Generation ACL 2023
ConFEDE: Contrastive Feature Decomposition for Multimodal Sentiment Analysis ACL 2023
AV-TranSpeech: Audio-Visual Robust Speech-to-Speech Translation ACL 2023
DuNST: Dual Noisy Self Training for Semi-Supervised Controllable Text Generation ACL 2023
FormNetV2: Multimodal Graph Contrastive Learning for Form Document Information Extraction ACL 2023
Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training ACL 2023
Just Like a Human Would, Direct Access to Sarcasm Augmented with Potential Result and Reaction ACL 2023
Understanding Client Reactions in Online Mental Health Counseling ACL 2023
Rethinking Masked Language Modeling for Chinese Spelling Correction ACL 2023