Large Language Models

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 Density: Uncertainty Quantification for Large Language Models through Confidence Measurement in Semantic Space NeurIPS 2024 Semantists at LegalLens-2024: Data-efficient Training of LLM’s for Legal Violation Identification EMNLP 2024 SemCoder: Training Code Language Models with Comprehensive Semantics Reasoning NeurIPS 2024 SentinelLMs: Encrypted Input Adaptation and Fine-Tuning of Language Models for Private and Secure Inference AAAI 2024 SeqGPT: An Out-of-the-Box Large Language Model for Open Domain Sequence Understanding AAAI 2024 Sequential LLM Framework for Fashion Recommendation EMNLP 2024 ServerlessLLM: Low-Latency Serverless Inference for Large Language Models OSDI 2024 SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NeurIPS 2024 Set the Clock: Temporal Alignment of Pretrained Language Models ACL 2024 SGLang: Efficient Execution of Structured Language Model Programs NeurIPS 2024