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Mind the Gap: Understanding the Modality Gap in Multi-modal Contrastive Representation Learning.

, , , , and . NeurIPS, (2022)

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SEAL: Interactive Tool for Systematic Error Analysis and Labeling., , , , and . EMNLP (Demos), page 359-370. Association for Computational Linguistics, (2022)Beyond User Self-Reported Likert Scale Ratings: A Comparison Model for Automatic Dialog Evaluation., , and . ACL, page 1363-1374. Association for Computational Linguistics, (2020)DeepStore: In-Storage Acceleration for Intelligent Queries., , , , , , , , , and . MICRO, page 224-238. ACM, (2019)Navigating Dataset Documentations in AI: A Large-Scale Analysis of Dataset Cards on HuggingFace., , and . ICLR, OpenReview.net, (2024)LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering., , , , and . CoRR, (2020)Improving Out-of-Distribution Robustness via Selective Augmentation., , , , , , and . ICML, volume 162 of Proceedings of Machine Learning Research, page 25407-25437. PMLR, (2022)HERALD: An Annotation Efficient Method to Detect User Disengagement in Social Conversations., , and . ACL/IJCNLP (1), page 3652-3665. Association for Computational Linguistics, (2021)Mapping the Increasing Use of LLMs in Scientific Papers, , , , , , , , , and 4 other author(s). (2024)ALICE: Active Learning with Contrastive Natural Language Explanations., , and . EMNLP (1), page 4380-4391. Association for Computational Linguistics, (2020)Accuracy on the Curve: On the Nonlinear Correlation of ML Performance Between Data Subpopulations., , , , and . ICML, volume 202 of Proceedings of Machine Learning Research, page 20706-20724. PMLR, (2023)