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large language model

14,686 papers

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Also known as

LLM LLMS

Co-occurring keywords · papers mentioning both

in-context learning (789) question answering (737) zero-shot learning (717) benchmark evaluation (705) prompt engineering (705) retrieval-augmented generation (672) text generation (668) multimodal learning (651) text classification (646) few-shot learning (636)

Papers

LLM Blueprint: Enabling Text-to-Image Generation with Complex and Detailed Prompts ICLR 2024 LLMBox: A Comprehensive Library for Large Language Models ACL 2024 LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024 LLMCarbon: Modeling the End-to-End Carbon Footprint of Large Language Models ICLR 2024 LLMCBench: Benchmarking Large Language Model Compression for Efficient Deployment NeurIPS 2024 LLMC: Benchmarking Large Language Model Quantization with a Versatile Compression Toolkit EMNLP 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 LLM Circuit Analyses Are Consistent Across Training and Scale NeurIPS 2024 LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024 LLM Dataset Inference: Did you train on my dataset? NeurIPS 2024 LLM-DetectAIve: a Tool for Fine-Grained Machine-Generated Text Detection EMNLP 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 LLM-Driven Multimodal Opinion Expression Identification Interspeech 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-Empowered State Representation for Reinforcement Learning ICML 2024 LLM-ESR: Large Language Models Enhancement for Long-tailed Sequential Recommendation NeurIPS 2024 LLMEval: A Preliminary Study on How to Evaluate Large Language Models AAAI 2024 LLM Evaluators Recognize and Favor Their Own Generations NeurIPS 2024 LLM-Evolve: Evaluation for LLM’s Evolving Capability on Benchmarks EMNLP 2024 LLM Explainability via Attributive Masking Learning EMNLP 2024