Large Language Models

SedarEval: Automated Evaluation using Self-Adaptive Rubrics EMNLP 2024 SEED-Bench: Benchmarking Multimodal Large Language Models CVPR 2024 Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024 “Seeing the Big through the Small”: Can LLMs Approximate Human Judgment Distributions on NLI from a Few Explanations? EMNLP 2024 Seeing the Image: Prioritizing Visual Correlation by Contrastive Alignment NeurIPS 2024 SEER: Self-Aligned Evidence Extraction for Retrieval-Augmented Generation EMNLP 2024 SEFLAG: Systematic Evaluation Framework for NLP Models and Datasets in Latin and Ancient Greek EMNLP 2024 Selecting Large Language Model to Fine-tune via Rectified Scaling Law ICML 2024 Selecting Shots for Demographic Fairness in Few-Shot Learning with Large Language Models EMNLP 2024 Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024 SelectIT: Selective Instruction Tuning for LLMs via Uncertainty-Aware Self-Reflection NeurIPS 2024 Selective Prompting Tuning for Personalized Conversations with LLMs ACL 2024 Selective Reflection-Tuning: Student-Selected Data Recycling for LLM Instruction-Tuning ACL 2024 Self-Alignment for Factuality: Mitigating Hallucinations in LLMs via Self-Evaluation ACL 2024 Self-AMPLIFY: Improving Small Language Models with Self Post Hoc Explanations EMNLP 2024 Self-Augmented In-Context Learning for Unsupervised Word Translation ACL 2024 Self-Checker: Plug-and-Play Modules for Fact-Checking with Large Language Models NAACL 2024 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-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