VPGTrans: Transfer Visual Prompt Generator across LLMsNeural Information Processing Systems (NeurIPS), 2023 |
Segment AnythingIEEE International Conference on Computer Vision (ICCV), 2023 |
Benchmarking Large Language Models for News SummarizationTransactions of the Association for Computational Linguistics (TACL), 2023 |
Reasoning with Language Model Prompting: A SurveyAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
CREPE: Can Vision-Language Foundation Models Reason Compositionally?Computer Vision and Pattern Recognition (CVPR), 2022 |
Contrastive Decoding: Open-ended Text Generation as OptimizationAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 Xiang Lisa Li Ari Holtzman Daniel Fried Abigail Z. Jacobs Jason Eisner Tatsunori Hashimoto Luke Zettlemoyer M. Lewis |
When and why vision-language models behave like bags-of-words, and what
to do about it?International Conference on Learning Representations (ICLR), 2022 |
Knowledge Unlearning for Mitigating Privacy Risks in Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2022 |
Large Language Models are Zero-Shot ReasonersNeural Information Processing Systems (NeurIPS), 2022 |
PaLM: Scaling Language Modeling with PathwaysJournal of machine learning research (JMLR), 2022 |
Training language models to follow instructions with human feedbackNeural Information Processing Systems (NeurIPS), 2022 |
LoRA: Low-Rank Adaptation of Large Language ModelsInternational Conference on Learning Representations (ICLR), 2021 |
Emerging Properties in Self-Supervised Vision TransformersIEEE International Conference on Computer Vision (ICCV), 2021 |
GLM: General Language Model Pretraining with Autoregressive Blank
InfillingAnnual Meeting of the Association for Computational Linguistics (ACL), 2021 |
Learning Transferable Visual Models From Natural Language SupervisionInternational Conference on Machine Learning (ICML), 2021 |
Scaling Up Visual and Vision-Language Representation Learning With Noisy
Text SupervisionInternational Conference on Machine Learning (ICML), 2021 |
Measuring Massive Multitask Language UnderstandingInternational Conference on Learning Representations (ICLR), 2020 |
Learning to summarize from human feedbackNeural Information Processing Systems (NeurIPS), 2020 |
Show, Recall, and Tell: Image Captioning with Recall MechanismAAAI Conference on Artificial Intelligence (AAAI), 2020 |
Deep reinforcement learning from human preferencesNeural Information Processing Systems (NeurIPS), 2017 |
Semantic Understanding of Scenes through the ADE20K DatasetInternational Journal of Computer Vision (IJCV), 2016 |
Microsoft COCO: Common Objects in ContextEuropean Conference on Computer Vision (ECCV), 2014 |