Large Language Models

LLM as Prompter: Low-resource Inductive Reasoning on Arbitrary Knowledge Graphs ACL 2024 LLM-Assisted Rule Based Machine Translation for Low/No-Resource Languages NAACL 2024 LLM Augmented LLMs: Expanding Capabilities through Composition ICLR 2024 LLM-AutoDA: Large Language Model-Driven Automatic Data Augmentation for Long-tailed Problems NeurIPS 2024 LLM-based Code-Switched Text Generation for Grammatical Error Correction EMNLP 2024 LLM-based Medical Assistant Personalization with Short- and Long-Term Memory Coordination NAACL 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 LLM-Check: Investigating Detection of Hallucinations in Large Language Models NeurIPS 2024 LLMCheckup: Conversational Examination of Large Language Models via Interpretability Tools and Self-Explanations NAACL 2024 LLMDFA: Analyzing Dataflow in Code with Large Language Models NeurIPS 2024 LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024 LLMeBench: A Flexible Framework for Accelerating LLMs Benchmarking EACL 2024 LLMEdgeRefine: Enhancing Text Clustering with LLM-Based Boundary Point Refinement EMNLP 2024 LLMEmbed: Rethinking Lightweight LLM’s Genuine Function in Text Classification ACL 2024 LLMem: Estimating GPU Memory Usage for Fine-Tuning Pre-Trained LLMs IJCAI 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLM Evaluators Recognize and Favor Their Own Generations NeurIPS 2024 LLM generated responses to mitigate the impact of hate speech EMNLP 2024 LLM Internal States Reveal Hallucination Risk Faced With a Query EMNLP 2024 LLM Performance Predictors are good initializers for Architecture Search ACL 2024 LLM-Rec: Personalized Recommendation via Prompting Large Language Models NAACL 2024 LLMs and NLP for Generalized Learning in AI-Enhanced Educational Videos and Powering Curated Videos with Generative Intelligence EMNLP 2024 LLMs Are Few-Shot In-Context Low-Resource Language Learners NAACL 2024 LLMs are Good Action Recognizers CVPR 2024