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Yatskar, Mark

  1. Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models
    2024/09/25 by Matt Deitke, Deitke, Matt, Christopher Clark +100 · 4 voices · 151 citations
    Computer Science · #Semantic Web and Ontologies #Speech and dialogue systems
  2. Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods
    2018/04/18 by Jieyu Zhao, Tianlu Wang, Zhao, Jieyu +7 · 85 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  3. VisualBERT: A Simple and Performant Baseline for Vision and Language
    2019/08/09 by Liunian Harold Li, Li, Liunian Harold, Mark Yatskar +7 · 104 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques
  4. Holodeck: Language Guided Generation of 3D Embodied AI Environments
    2023/12/14 by Yue Yang, Yang, Yue, Fan-Yun Sun +25 · 1 voice · 48 citations
    Computer Science · Engineering · #Human Motion and Animation #Human Pose and Action Recognition #Multimodal Machine Learning Applications #cs.AI #cs.CL #cs.CV #cs.RO
  5. Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification
    2022/11/21 by Yang, Yue, Panagopoulou, Artemis, Zhou, Shenghao +3 · 45 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  6. ExpertQA: Expert-Curated Questions and Attributed Answers
    2023/09/14 by Chaitanya Malaviya, Malaviya, Chaitanya, Subin Lee +9 · 1 voice · 14 citations
    Business, Management and Accounting · Computer Science · #Artificial Intelligence (cs.AI) #Business Process Modeling and Analysis #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.AI #cs.CL
  7. RoboTHOR: An Open Simulation-to-Real Embodied AI Platform
    2020/04/14 by Deitke, Matt, Han, Winson, Herrasti, Alvaro +10 · 26 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO)
  8. Neural Motifs: Scene Graph Parsing with Global Context
    2017/11/17 by Zellers, Rowan, Yatskar, Mark, Thomson, Sam +1 · 22 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  9. QuAC : Question Answering in Context
    2018/08/21 by Eunsol Choi, Choi, Eunsol, He He +13 · 21 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
  10. Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints
    2017/07/29 by Jieyu Zhao, Tianlu Wang, Zhao, Jieyu +7 · 17 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (stat.ML) #Multimodal Machine Learning Applications #Topic Modeling
  11. Gender Bias in Contextualized Word Embeddings
    2019/04/05 by Jieyu Zhao, Tianlu Wang, Zhao, Jieyu +9 · 10 citations
    Computer Science · #Natural Language Processing Techniques #Topic Modeling #Text Readability and Simplification
  12. Grounded Situation Recognition
    2020/03/26 by Pratt, Sarah, Yatskar, Mark, Weihs, Luca +2 · 9 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  13. Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases
    2019/09/09 by Clark, Christopher, Yatskar, Mark, Zettlemoyer, Luke · 7 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  14. Visual Semantic Role Labeling for Video Understanding
    2021/04/02 by Sadhu, Arka, Gupta, Tanmay, Yatskar, Mark +2 · 6 citations
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  15. A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC
    2018/09/27 by Mark Yatskar, Yatskar, Mark · 6 citations
    Computer Science · #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
  16. Neural AMR: Sequence-to-Sequence Models for Parsing and Generation
    2017/04/26 by Konstas, Ioannis, Iyer, Srinivasan, Yatskar, Mark +2 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  17. CoMo: Controllable Motion Generation through Language Guided Pose Code Editing
    2024/03/20 by Yiming Huang, Weilin Wan, Huang, Yiming +9 · 9 citations
    Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Hand Gesture Recognition Systems #Human Motion and Animation #Human Pose and Action Recognition
  18. Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
    2025/02/20 by Yue Yang, Ajay Patel, Yang, Yue +19 · 16 citations
    Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Handwritten Text Recognition Techniques #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
  19. Contextualized Evaluations: Judging Language Model Responses to Underspecified Queries
    2024/11/11 by Chaitanya Malaviya, Malaviya, Chaitanya, Joseph Chee Chang +9 · 2 voices · 7 citations
    Decision Sciences · #Evaluation and Performance Assessment #cs.CL
  20. Interpretable-by-Design Text Understanding with Iteratively Generated Concept Bottleneck
    2023/10/30 by Ludan, Josh Magnus, Lyu, Qing, Yang, Yue +3 · 4 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  21. Commonly Uncommon: Semantic Sparsity in Situation Recognition
    2016/12/03 by Mark Yatskar, Yatskar, Mark, Vicente Ordóñez +5 · 2 citations
    Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Human Pose and Action Recognition
  22. DOLOMITES: Domain-Specific Long-Form Methodical Tasks
    2024/05/09 by Malaviya, Chaitanya, Agrawal, Priyanka, Ganchev, Kuzman +7 · 3 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  23. ResearchQA: Evaluating Scholarly Question Answering at Scale Across 75 Fields with Survey-Mined Questions and Rubrics
    2025/08/30 by Yifei Li, Allen Chang, Yifei, Li S. +5 · 7 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Information Retrieval and Search Behavior #Topic Modeling
  24. Flattery, Fluff, and Fog: Diagnosing and Mitigating Idiosyncratic Biases in Preference Models
    2025/06/05 by Anirudh Bharadwaj, Chaitanya Malaviya, Bharadwaj, Anirudh +5 · 2 voices · 2 citations
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Recommender Systems and Techniques #Sentiment Analysis and Opinion Mining #Topic Modeling #cs.CL
  25. Visual Goal-Step Inference using wikiHow
    2021/04/12 by Yang, Yue, Panagopoulou, Artemis, Lyu, Qing +3 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM)
  26. Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text
    2021/12/01 by Clark, Christopher, Salvador, Jordi, Schwenk, Dustin +13 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  27. AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference
    2023/02/01 by Yuewei Yuan, Yuan, Yuewei, Chaitanya Malaviya +3 · 1 citation
    Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  28. Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering
    2023/05/24 by Xingyu Fu, Ben Zhou, Fu, Xingyu +7 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
  29. A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis
    2024/05/23 by Yang, Yue, Gandhi, Mona, Wang, Yufei +5 · 1 citation
    #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
  30. ViUniT: Visual Unit Tests for More Robust Visual Programming
    2024/12/12 by Artemis Panagopoulou, Honglu Zhou, Panagopoulou, Artemis +11 · 1 citation
    Computer Science · #Teaching and Learning Programming