Resources & Methods
16,196 papers (36 classified directly here)
Subtopics · a paper can sit in several, so these overlap
Papers per year
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77
224
402
561
898
1,020
1,354
1,930
3,704
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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