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Self-Supervised Learning

8,255 papers

Papers per year

Papers

A Synthetic Data Generation Framework for Grounded Dialogues ACL 2023
Combo of Thinking and Observing for Outside-Knowledge VQA ACL 2023
WSPAlign: Word Alignment Pre-training via Large-Scale Weakly Supervised Span Prediction ACL 2023
Introducing Semantics into Speech Encoders ACL 2023
Beyond Contrastive Learning: A Variational Generative Model for Multilingual Retrieval ACL 2023
WhitenedCSE: Whitening-based Contrastive Learning of Sentence Embeddings ACL 2023
Towards Open-World Product Attribute Mining: A Lightly-Supervised Approach ACL 2023
PromptNER: Prompt Locating and Typing for Named Entity Recognition ACL 2023
Revisiting Event Argument Extraction: Can EAE Models Learn Better When Being Aware of Event Co-occurrences? ACL 2023
Socratic Pretraining: Question-Driven Pretraining for Controllable Summarization ACL 2023
Self-Instruct: Aligning Language Models with Self-Generated Instructions ACL 2023
Entailment as Robust Self-Learner ACL 2023
EPIC: Multi-Perspective Annotation of a Corpus of Irony ACL 2023
Dialogue Summarization with Static-Dynamic Structure Fusion Graph ACL 2023
Generating Structured Pseudo Labels for Noise-resistant Zero-shot Video Sentence Localization ACL 2023
Unnatural Instructions: Tuning Language Models with (Almost) No Human Labor ACL 2023
Finding the Pillars of Strength for Multi-Head Attention ACL 2023
Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023
StoryTrans: Non-Parallel Story Author-Style Transfer with Discourse Representations and Content Enhancing ACL 2023
Revisiting Commonsense Reasoning in Machine Translation: Training, Evaluation and Challenge ACL 2023
DICE: Data-Efficient Clinical Event Extraction with Generative Models ACL 2023
Evaluate AMR Graph Similarity via Self-supervised Learning ACL 2023
Tracing Linguistic Markers of Influence in a Large Online Organisation ACL 2023
Simple Augmentations of Logical Rules for Neuro-Symbolic Knowledge Graph Completion ACL 2023
Abstractive Summarizers are Excellent Extractive Summarizers ACL 2023