Large Language Models Publications

Publications in Large Language Models

Explore the most influential research papers and scholarly works that have shaped Large Language Models. Use the concept filter below to focus on a specific sub-area of research.

Large Language Models

2.7K

Publications

215.6K

Citations

Showing yearly statistics from 2000-2026.

Page 1

	Year	Citations
On the Dangers of Stochastic Parrots Emily M. Bender, Timnit Gebru, Angelina McMillan-Major, EngineeringMultilingual PretrainingLarge Language ModelCorpus LinguisticsText Mining	2021	4.7K
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter Victor Sanh, Lysandre Debut, Julien Chaumond, arXiv (Cornell University) Natural Language ProcessingLarge Language ModelsLarge Ai ModelPre-trainingEngineering	2019	4.6K
Training language models to follow instructions with human feedback Long Ouyang, Jeff Wu, Xu Jiang, arXiv (Cornell University) Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningInstructgpt Models	2022	4.2K
ChatGPT for good? On opportunities and challenges of large language models for education Enkelejda Kasneci, Stefan Küchemann, Maria Bannert, Learning and Individual Differences Large Language ModelsForeign Language EducationWorld LanguagesMultilingualismComputational Linguistics	2023	4.1K
LLaMA: Open and Efficient Foundation Language Models Hugo Touvron, Thibaut Lavril, Gautier Izacard, arXiv (Cornell University) Llm Fine-tuningEngineeringMachine LearningLarge Language ModelLarge Language Models	2023	3.8K
Performance of ChatGPT on USMLE: Potential for AI-assisted medical education using large language models Tiffany H. Kung, Morgan Cheatham, Arielle Medenilla, PLOS Digital Health Artificial IntelligenceChatbotEngineeringClinical Decision-makingAi-assisted Medical Education	2023	3.3K
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron, Louis Martin, Kevin H. Stone, arXiv (Cornell University) Llm Fine-tuningChatbotEngineeringFine-tuned LlmsSpoken Dialog System	2023	2.6K
LoRA: Low-Rank Adaptation of Large Language Models J. Edward Hu, Yelong Shen, Phillip Wallis, arXiv (Cornell University) Llm Fine-tuningEngineeringMachine LearningCross-lingual RepresentationMultilingual Pretraining	2021	2.4K
PaLM: Scaling Language Modeling with Pathways Aakanksha Chowdhery, Sharan Narang, Jacob Devlin, arXiv (Cornell University) Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningGeneration Benchmarks	2022	2.1K
A Survey on Evaluation of Large Language Models Yupeng Chang, Xu Wang, Jindong Wang, ACM Transactions on Intelligent Systems and Technology Large Language ModelsNatural Language ProcessingLlm Fine-tuningProficient LlmsClinical Language	2024	2.1K
LSTM neural networks for language modeling Martin Sundermeyer, Ralf Schlüter, Hermann Ney Natural Language ProcessingLarge Language ModelsSequence ModellingEngineeringMachine Learning	2012	2K
Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation Melvin Johnson, Mike Schuster, Quoc V. Le, Transactions of the Association for Computational Linguistics Translation StudiesEngineeringMachine LearningCross-lingual RepresentationMultilingualism	2017	1.7K

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