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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Personas as a Way to Model Truthfulness in Language Models EMNLP 2024
EH-MAM: Easy-to-Hard Masked Acoustic Modeling for Self-Supervised Speech Representation Learning EMNLP 2024
Getting More from Less: Large Language Models are Good Spontaneous Multilingual Learners EMNLP 2024
MetaReflection: Learning Instructions for Language Agents using Past Reflections EMNLP 2024
CSSL: Contrastive Self-Supervised Learning for Dependency Parsing on Relatively Free Word Ordered and Morphologically Rich Low Resource Languages EMNLP 2024
Reverse-Engineering the Reader EMNLP 2024
SCOI: Syntax-augmented Coverage-based In-context Example Selection for Machine Translation EMNLP 2024
Towards Robust Speech Representation Learning for Thousands of Languages EMNLP 2024
Speechworthy Instruction-tuned Language Models EMNLP 2024
More Insightful Feedback for Tutoring: Enhancing Generation Mechanisms and Automatic Evaluation EMNLP 2024
Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations EMNLP 2024
Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024
ControlMath: Controllable Data Generation Promotes Math Generalist Models EMNLP 2024
Curriculum Consistency Learning for Conditional Sentence Generation EMNLP 2024
MolTRES: Improving Chemical Language Representation Learning for Molecular Property Prediction EMNLP 2024
Learn Beyond The Answer: Training Language Models with Reflection for Mathematical Reasoning EMNLP 2024
Leveraging BERT and TFIDF Features for Short Text Clustering via Alignment-Promoting Co-Training EMNLP 2024
MoCoKGC: Momentum Contrast Entity Encoding for Knowledge Graph Completion EMNLP 2024
Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024
Effective Synthetic Data and Test-Time Adaptation for OCR Correction EMNLP 2024
VideoCLIP-XL: Advancing Long Description Understanding for Video CLIP Models EMNLP 2024
Rationale-Aware Answer Verification by Pairwise Self-Evaluation EMNLP 2024
Unleashing the Power of Emojis in Texts via Self-supervised Graph Pre-Training EMNLP 2024
Model-based Preference Optimization in Abstractive Summarization without Human Feedback EMNLP 2024
Getting The Most Out of Your Training Data: Exploring Unsupervised Tasks for Morphological Inflection EMNLP 2024