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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

SelfCodeAlign: Self-Alignment for Code Generation NeurIPS 2024 Self-Contrast: Better Reflection Through Inconsistent Solving Perspectives ACL 2024 Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models NAACL 2024 Self-Distillation Bridges Distribution Gap in Language Model Fine-Tuning ACL 2024 Self-Distillation for Model Stacking Unlocks Cross-Lingual NLU in 200+ Languages EMNLP 2024 Self-Evaluation of Generative AI Prompts for Linguistic Linked Open Data Modelling in Diachronic Analysis COLING 2024 Self-Evaluation of Large Language Model based on Glass-box Features EMNLP 2024 Self-Evolution Fine-Tuning for Policy Optimization EMNLP 2024 Self-Evolving GPT: A Lifelong Autonomous Experiential Learner ACL 2024 SELF-EXPERTISE: Knowledge-based Instruction Dataset Augmentation for a Legal Expert Language Model NAACL 2024 Self-Explanation Prompting Improves Dialogue Understanding in Large Language Models COLING 2024 Self-Improving Customer Review Response Generation Based on LLMs COLING 2024 Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models NAACL 2024 Self-Para-Consistency: Improving Reasoning Tasks at Low Cost for Large Language Models ACL 2024 Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024 Self-Refine Instruction-Tuning for Aligning Reasoning in Language Models EMNLP 2024 Self-Renewal Prompt Optimizing with Implicit Reasoning EMNLP 2024 Self-Retrieval: End-to-End Information Retrieval with One Large Language Model NeurIPS 2024 Self-Specialization: Uncovering Latent Expertise within Large Language Models ACL 2024 Self-Supervised Position Debiasing for Large Language Models ACL 2024 Self-supervised Preference Optimization: Enhance Your Language Model with Preference Degree Awareness EMNLP 2024 Self-Training Large Language Models for Improved Visual Program Synthesis With Visual Reinforcement CVPR 2024 Self-training Large Language Models through Knowledge Detection EMNLP 2024 Semantic are Beacons: A Semantic Perspective for Unveiling Parameter-Efficient Fine-Tuning in Knowledge Learning ACL 2024 Semantic Compression for Word and Sentence Embeddings using Discrete Wavelet Transform ACL 2024