Self-Instruct: Aligning Language Models with Self-Generated Instructions

Yi‐Zhong Wang, Yeganeh Kordi, Swaroop Mishra, +4

EngineeringLarge Language ModelAligning Language ModelsLanguage ProcessingNatural Language Processing +19

Generated Knowledge Prompting for Commonsense Reasoning

Jiacheng Liu, Alisa Liu, Ximing Lu, +5

Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)

EngineeringSemanticsLanguage ProcessingApplied LinguisticsNatural Language Processing +16

DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts

Alisa Liu, Maarten Sap, Ximing Lu, +4

EngineeringPart-of-speech TaggingLanguage ProcessingText MiningNatural Language Processing +16

Self-Instruct: Aligning Language Models with Self-Generated Instructions

Yizhong Wang, Yeganeh Kordi, Swaroop Mishra, +4

arXiv (Cornell University)

Artificial IntelligenceLlm Fine-tuningEngineeringMachine LearningVanilla Gpt3 +18

WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation

Alisa Liu, Swabha Swayamdipta, Noah A. Smith, +1

Natural Language ProcessingArtificial IntelligenceLarge Ai ModelEngineeringData Science +13

How Language Model Hallucinations Can Snowball

Muru Zhang, Ofir Press, William Merrill, +2

arXiv (Cornell University)

NeurolinguisticsSemantic ProcessingPsycholinguisticsLarge Language ModelLanguage Learning +20

Generated Knowledge Prompting for Commonsense Reasoning

Jiacheng Liu, Alisa Liu, Ximing Lu, +5

arXiv (Cornell University)

Artificial IntelligenceEngineeringExternal KnowledgeExternal Knowledge BenefitsSemantics +16

We’re Afraid Language Models Aren’t Modeling Ambiguity

Alisa Liu, Zhaofeng Wu, Julian Michael, +6

Applied LinguisticsNatural Language ProcessingSyntaxEngineeringAlisa Liu +13

Inverse Scaling: When Bigger Isn't Better

Ian R. McKenzie, Alexander Lyzhov, Michael Pieler, +24

arXiv (Cornell University)

Llm Fine-tuningInverse ScalingEngineeringMachine LearningNeurolinguistics +20

Detoxifying Text with MaRCo: Controllable Revision with Experts and Anti-Experts

Skyler Hallinan, Alisa Liu, Yejin Choi, +1

Abuse DetectionEngineeringMachine LearningCorpus LinguisticsText Mining +18