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Self-Supervised Learning

8,255 papers

Papers per year

Papers

Product Description and QA Assisted Self-Supervised Opinion Summarization NAACL 2024
Contrastive Preference Learning for Neural Machine Translation NAACL 2024
GoT: Effective Graph-of-Thought Reasoning in Language Models NAACL 2024
Evaluating Step-by-Step Reasoning through Symbolic Verification NAACL 2024
Reason from Fallacy: Enhancing Large Language Models’ Logical Reasoning through Logical Fallacy Understanding NAACL 2024
Knowledgeable In-Context Tuning: Exploring and Exploiting Factual Knowledge for In-Context Learning NAACL 2024
Normalizing without Modernizing: Keeping Historical Wordforms of Middle French while Reducing Spelling Variants NAACL 2024
SumCSE: Summary as a transformation for Contrastive Learning NAACL 2024
Prompting Few-shot Multi-hop Question Generation via Comprehending Type-aware Semantics NAACL 2024
RobustSentEmbed: Robust Sentence Embeddings Using Adversarial Self-Supervised Contrastive Learning NAACL 2024
Non-contrastive sentence representations via self-supervision NAACL 2024
From Field Linguistics to NLP: Creating a curated dataset in Amuzgo language NAACL 2024
Applying Linguistic Expertise to LLMs for Educational Material Development in Indigenous Languages NAACL 2024
The BEA 2024 Shared Task on the Multilingual Lexical Simplification Pipeline NAACL 2024
SERPENT-VLM : Self-Refining Radiology Report Generation Using Vision Language Models NAACL 2024
PromptMind Team at MEDIQA-CORR 2024: Improving Clinical Text Correction with Error Categorization and LLM Ensembles NAACL 2024
LG AI Research & KAIST at EHRSQL 2024: Self-Training Large Language Models with Pseudo-Labeled Unanswerable Questions for a Reliable Text-to-SQL System on EHRs NAACL 2024
Sensemaking of Socially-Mediated Crisis Information NAACL 2024
Self-StrAE at SemEval-2024 Task 1: Making Self-Structuring AutoEncoders Learn More With Less NAACL 2024
HausaNLP at SemEval-2024 Task 1: Textual Relatedness Analysis for Semantic Representation of Sentences NAACL 2024
NLP-LISAC at SemEval-2024 Task 1: Transformer-based approaches for Determining Semantic Textual Relatedness NAACL 2024
NCL_NLP at SemEval-2024 Task 7: CoT-NumHG: A CoT-Based SFT Training Strategy with Large Language Models for Number-Focused Headline Generation NAACL 2024
CYUT at SemEval-2024 Task 7: A Numerals Augmentation and Feature Enhancement Approach to Numeral Reading Comprehension NAACL 2024
ISDS-NLP at SemEval-2024 Task 10: Transformer based neural networks for emotion recognition in conversations NAACL 2024
UMUTeam at SemEval-2024 Task 10: Discovering and Reasoning about Emotions in Conversation using Transformers NAACL 2024