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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Two-Pronged Human Evaluation of ChatGPT Self-Correction in Radiology Report Simplification ACL 2024
Disentangling Length from Quality in Direct Preference Optimization ACL 2024
Predicting Narratives of Climate Obstruction in Social Media Advertising ACL 2024
Unveiling the Art of Heading Design: A Harmonious Blend of Summarization, Neology, and Algorithm ACL 2024
Towards Robust Temporal Reasoning of Large Language Models via a Multi-Hop QA Dataset and Pseudo-Instruction Tuning ACL 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
Chinese Spelling Corrector Is Just a Language Learner ACL 2024
PACE: Improving Prompt with Actor-Critic Editing for Large Language Model ACL 2024
Improving LLM Generations via Fine-Grained Self-Endorsement ACL 2024
CTC-based Non-autoregressive Textless Speech-to-Speech Translation ACL 2024
Bootstrapping LLM-based Task-Oriented Dialogue Agents via Self-Talk ACL 2024
Enhancing Cross Text-Molecule Learning by Self-Augmentation ACL 2024
Deductive Closure Training of Language Models for Coherence, Accuracy, and Updatability ACL 2024
Chain-of-Quizzes: Pedagogy-inspired Example Selection in In-Context-Learning ACL 2024
Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection ACL 2024
Mitigating Reversal Curse in Large Language Models via Semantic-aware Permutation Training ACL 2024
On the Evaluation of Speech Foundation Models for Spoken Language Understanding ACL 2024
Demonstrations Are All You Need: Advancing Offensive Content Paraphrasing using In-Context Learning ACL 2024
Paying Attention to Deflections: Mining Pragmatic Nuances for Whataboutism Detection in Online Discourse ACL 2024
Modeling Overregularization in Children with Small Language Models ACL 2024
What Makes a Good Order of Examples in In-Context Learning ACL 2024
SAGA: A Participant-specific Examination of Story Alternatives and Goal Applicability for a Deeper Understanding of Complex Events ACL 2024
Textless Acoustic Model with Self-Supervised Distillation for Noise-Robust Expressive Speech-to-Speech Translation ACL 2024
emotion2vec: Self-Supervised Pre-Training for Speech Emotion Representation ACL 2024
STARLING: Self-supervised Training of Text-based Reinforcement Learning Agent with Large Language Models ACL 2024