Mark Yatskar

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All published works
Action Title Year Authors
+ PDF Chat ViUniT: Visual Unit Tests for More Robust Visual Programming 2024 Artemis Panagopoulou
Honglu Zhou
Silvio Savarese
Caiming Xiong
Chris Callison-Burch
Mark Yatskar
Juan Carlos Niebles
+ PDF Chat Contextualized Evaluations: Taking the Guesswork Out of Language Model Evaluations 2024 Chaitanya Malaviya
Joseph Chee Chang
Dan Roth
Mohit Iyyer
Mark Yatskar
Kyle Lo
+ PDF Chat Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Multimodal Models 2024 Matt Deitke
Christopher Clark
Sang-Ho Lee
R. S. Tripathi
Yue Yang
Jae Sung Park
Mohammadreza Salehi
Niklas Muennighoff
Kyle Lo
Luca Soldaini
+ PDF Chat LLM-based Hierarchical Concept Decomposition for Interpretable Fine-Grained Image Classification 2024 Renyi Qu
Mark Yatskar
+ PDF Chat A Textbook Remedy for Domain Shifts: Knowledge Priors for Medical Image Analysis 2024 Yang Yue
Mona A. Gandhi
Yufei Wang
Yifan Wu
Michael S. Yao
Chris Callison-Burch
James C. Gee
Mark Yatskar
+ PDF Chat DOLOMITES: Domain-Specific Long-Form Methodical Tasks 2024 Chaitanya Malaviya
Priyanka Agrawal
Kuzman Ganchev
Pranesh Srinivasan
Fantine Huot
Jonathan Berant
Mark Yatskar
Dipanjan Das
Mirella Lapata
Chris Alberti
+ PDF Chat CoMo: Controllable Motion Generation through Language Guided Pose Code Editing 2024 Yiming Huang
Weilin Wan
Yue Yang
Chris Callison-Burch
Mark Yatskar
Lingjie Liu
+ PDF Chat ExpertQA: Expert-Curated Questions and Attributed Answers 2024 Chaitanya Malaviya
Subin Lee
Sihao Chen
Elizabeth Sieber
Mark Yatskar
Dan Roth
+ PDF Chat What if you said that differently?: How Explanation Formats Affect Human Feedback Efficacy and User Perception 2024 Chaitanya Malaviya
Subin Lee
Dan Roth
Mark Yatskar
+ PDF Chat Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification 2023 Yue Yang
Artemis Panagopoulou
Shenghao Zhou
Daniel Jin
Chris Callison-Burch
Mark Yatskar
+ AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference 2023 Yuewei Yuan
Chaitanya Malaviya
Mark Yatskar
+ Interpretable by Design Visual Question Answering 2023 Xingyu Fu
Ben Zhou
Sihao Chen
Mark Yatskar
Dan Roth
+ AmbiCoref: Evaluating Human and Model Sensitivity to Ambiguous Coreference 2023 Yuewei Yuan
Chaitanya Malaviya
Mark Yatskar
+ ExpertQA: Expert-Curated Questions and Attributed Answers 2023 Chaitanya Malaviya
Subin Lee
Sihao Chen
Elizabeth Sieber
Mark Yatskar
Dan Roth
+ Interpretable-by-Design Text Classification with Iteratively Generated Concept Bottleneck 2023 Josh Magnus Ludan
Qing Lyu
Yue Yang
Liam Dugan
Mark Yatskar
Chris Callison-Burch
+ Pachinko: Patching Interpretable QA Models through Natural Language Feedback 2023 Chaitanya Malaviya
Subin Lee
Dan Roth
Mark Yatskar
+ Holodeck: Language Guided Generation of 3D Embodied AI Environments 2023 Yue Yang
Fan-Yun Sun
Luca Weihs
Eli VanderBilt
Alvaro Herrasti
Winson Han
Jiajun Wu
Nick Haber
Ranjay Krishna
Lingjie Liu
+ Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction 2022 Yue Yang
Artemis Panagopoulou
Marianna Apidianaki
Mark Yatskar
Chris Callison-Burch
+ Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models 2022 Chaitanya Malaviya
Sudeep Bhatia
Mark Yatskar
+ Language in a Bottle: Language Model Guided Concept Bottlenecks for Interpretable Image Classification 2022 Yue Yang
Artemis Panagopoulou
Shenghao Zhou
Daniel Jin
Chris Callison-Burch
Mark Yatskar
+ Visualizing the Obvious: A Concreteness-based Ensemble Model for Noun Property Prediction 2022 Yue Yang
Artemis Panagopoulou
Marianna Apidianaki
Mark Yatskar
Chris Callison-Burch
+ PDF Chat Cascading Biases: Investigating the Effect of Heuristic Annotation Strategies on Data and Models 2022 Chaitanya Malaviya
Sudeep Bhatia
Mark Yatskar
+ Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text. 2021 Christopher Clark
Jordi Salvador
Dustin Schwenk
Derrick Bonafilia
Mark Yatskar
Eric Kolve
Alvaro Herrasti
Jonghyun Choi
Sachin Mehta
Sam Skjonsberg
+ PDF Chat Visual Semantic Role Labeling for Video Understanding 2021 Arka Sadhu
Tanmay Gupta
Mark Yatskar
Ram Nevatia
Aniruddha Kembhavi
+ PDF Chat Visual Goal-Step Inference using wikiHow 2021 Yue Yang
Artemis Panagopoulou
Qing Lyu
Li Zhang
Mark Yatskar
Chris Callison-Burch
+ Visual Semantic Role Labeling for Video Understanding 2021 Arka Sadhu
Tanmay Gupta
Mark Yatskar
Ram Nevatia
Aniruddha Kembhavi
+ PDF Chat Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text 2021 Christopher Clark
Jordi Salvador
Dustin Schwenk
Derrick Bonafilia
Mark Yatskar
Eric Kolve
Alvaro Herrasti
Jonghyun Choi
Sachin Mehta
Sam Skjonsberg
+ Induce, Edit, Retrieve: Language Grounded Multimodal Schema for Instructional Video Retrieval 2021 Yue Yang
Joongwon Kim
Artemis Panagopoulou
Mark Yatskar
Chris Callison-Burch
+ Visual Goal-Step Inference using wikiHow 2021 Yue Yang
Artemis Panagopoulou
Qing Lyu
Li Zhang
Mark Yatskar
Chris Callison-Burch
+ PDF Chat Visual Goal-Step Inference using wikiHow 2021 Yue Yang
Artemis Panagopoulou
Qing Lyu
Li Zhang
Mark Yatskar
Chris Callison-Burch
+ Iconary: A Pictionary-Based Game for Testing Multimodal Communication with Drawings and Text 2021 Christopher M. Clark
Jordi Salvador
Dustin Schwenk
Derrick Bonafilia
Mark Yatskar
Eric Kolve
Alvaro Herrasti
Jonghyun Choi
Sachin Mehta
Sam Skjonsberg
+ Visual Semantic Role Labeling for Video Understanding 2021 Arka Sadhu
Tanmay Gupta
Mark Yatskar
Ram Nevatia
Aniruddha Kembhavi
+ Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles 2020 Christopher Clark
Mark Yatskar
Luke Zettlemoyer
+ PDF Chat RoboTHOR: An Open Simulation-to-Real Embodied AI Platform 2020 Matt Deitke
Winson Han
Alvaro Herrasti
Aniruddha Kembhavi
Eric Kolve
Roozbeh Mottaghi
Jordi Salvador
Dustin Schwenk
Eli VanderBilt
Matthew Wallingford
+ RoboTHOR: An Open Simulation-to-Real Embodied AI Platform. 2020 Matt Deitke
Winson Han
Alvaro Herrasti
Aniruddha Kembhavi
Eric Kolve
Roozbeh Mottaghi
Jordi Salvador
Dustin Schwenk
Eli VanderBilt
Matthew Wallingford
+ Grounded Situation Recognition 2020 Sarah M Pratt
Mark Yatskar
Luca Weihs
Ali Farhadi
Aniruddha Kembhavi
+ PDF Chat Grounded Situation Recognition 2020 Sarah M Pratt
Mark Yatskar
Luca Weihs
Ali Farhadi
Aniruddha Kembhavi
+ Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles 2020 Christopher Clark
Mark Yatskar
Luke Zettlemoyer
+ Learning to Model and Ignore Dataset Bias with Mixed Capacity Ensembles 2020 Christopher M. Clark
Mark Yatskar
Luke Zettlemoyer
+ RoboTHOR: An Open Simulation-to-Real Embodied AI Platform 2020 Matt Deitke
Winson Han
Alvaro Herrasti
Aniruddha Kembhavi
Eric Kolve
Roozbeh Mottaghi
Jordi Salvador
Dustin Schwenk
Eli VanderBilt
Matthew Wallingford
+ Grounded Situation Recognition 2020 Sarah I. Pratt
Mark Yatskar
Luca Weihs
Ali Farhadi
Aniruddha Kembhavi
+ PDF Chat Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations 2019 Tianlu Wang
Jieyu Zhao
Mark Yatskar
Kai-Wei Chang
Vicente Ordóñez
+ Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases. 2019 Christopher Clark
Mark Yatskar
Luke Zettlemoyer
+ PDF Chat Gender Bias in Contextualized Word Embeddings 2019 Jieyu Zhao
Tianlu Wang
Mark Yatskar
Ryan Cotterell
Vicente Ordóñez
Kai-Wei Chang
+ Gender Bias in Contextualized Word Embeddings 2019 Jieyu Zhao
Tianlu Wang
Mark Yatskar
Ryan Cotterell
Vicente Ordóñez
Kai-Wei Chang
+ VisualBERT: A Simple and Performant Baseline for Vision and Language 2019 Liunian Harold Li
Mark Yatskar
Da Yin
Cho‐Jui Hsieh
Kai-Wei Chang
+ Don’t Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases 2019 Christopher Clark
Mark Yatskar
Luke Zettlemoyer
+ Don't Take the Easy Way Out: Ensemble Based Methods for Avoiding Known Dataset Biases 2019 Christopher M. Clark
Mark Yatskar
Luke Zettlemoyer
+ Adversarial Removal of Gender from Deep Image Representations. 2018 Tianlu Wang
Jieyu Zhao
Mark Yatskar
Kai-Wei Chang
Vicente Ordóñez
+ A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC 2018 Mark Yatskar
+ QuAC : Question Answering in Context. 2018 Eunsol Choi
He He
Mohit Iyyer
Mark Yatskar
Wen-tau Yih
Yejin Choi
Percy Liang
Luke Zettlemoyer
+ PDF Chat Neural Motifs: Scene Graph Parsing with Global Context 2018 Rowan Zellers
Mark Yatskar
Sam Thomson
Yejin Choi
+ Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods 2018 Jieyu Zhao
Tianlu Wang
Mark Yatskar
Vicente Ordóñez
Kai-Wei Chang
+ PDF Chat QuAC: Question Answering in Context 2018 Eunsol Choi
He He
Mohit Iyyer
Mark Yatskar
Wen-tau Yih
Yejin Choi
Percy Liang
Luke Zettlemoyer
+ Balanced Datasets Are Not Enough: Estimating and Mitigating Gender Bias in Deep Image Representations 2018 Tianlu Wang
Jieyu Zhao
Mark Yatskar
Kai-Wei Chang
Vicente Ordóñez
+ Gender Bias in Coreference Resolution: Evaluation and Debiasing Methods 2018 Jieyu Zhao
Tianlu Wang
Mark Yatskar
Vicente Ordóñez
Kai-Wei Chang
+ A Qualitative Comparison of CoQA, SQuAD 2.0 and QuAC 2018 Mark Yatskar
+ QuAC : Question Answering in Context 2018 Eunsol Choi
He He
Mohit Iyyer
Mark Yatskar
Wen-tau Yih
Yejin Choi
Percy Liang
Luke Zettlemoyer
+ Neural Motifs: Scene Graph Parsing with Global Context 2017 Rowan Zellers
Mark Yatskar
Sam Thomson
Yejin Choi
+ PDF Chat Commonly Uncommon: Semantic Sparsity in Situation Recognition 2017 Mark Yatskar
Vicente Ordóñez
Luke Zettlemoyer
Ali Farhadi
+ Neural AMR: Sequence-to-Sequence Models for Parsing and Generation 2017 Ioannis Konstas
Srinivasan Iyer
Mark Yatskar
Yejin Choi
Luke Zettlemoyer
+ Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints 2017 Jieyu Zhao
Tianlu Wang
Mark Yatskar
Vicente Ordóñez
Kai-Wei Chang
+ PDF Chat Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints 2017 Jieyu Zhao
Tianlu Wang
Mark Yatskar
Vicente Ordóñez
Kai-Wei Chang
+ PDF Chat Neural AMR: Sequence-to-Sequence Models for Parsing and Generation 2017 Ioannis Konstas
Srinivasan Iyer
Mark Yatskar
Yejin Choi
Luke Zettlemoyer
+ Neural AMR: Sequence-to-Sequence Models for Parsing and Generation 2017 Ioannis Konstas
Srinivasan Iyer
Mark Yatskar
Yejin Choi
Luke Zettlemoyer
+ Neural Motifs: Scene Graph Parsing with Global Context 2017 Rowan Zellers
Mark Yatskar
Sam Thomson
Yejin Choi
+ Commonly Uncommon: Semantic Sparsity in Situation Recognition 2016 Mark Yatskar
Vicente Ordóñez
Luke Zettlemoyer
Ali Farhadi
+ Commonly Uncommon: Semantic Sparsity in Situation Recognition 2016 Mark Yatskar
Vicente Ordóñez
Luke Zettlemoyer
Ali Farhadi
+ For the sake of simplicity: Unsupervised extraction of lexical simplifications from Wikipedia 2010 Mark Yatskar
Bo Pang
Cristian Danescu-Niculescu-Mizil
Lillian Lee
+ For the sake of simplicity: Unsupervised extraction of lexical simplifications from Wikipedia 2010 Mark Yatskar
Bo Pang
Cristian Danescu-Niculescu-Mizil
Lillian Lee
Common Coauthors
Commonly Cited References
Action Title Year Authors # of times referenced
+ Adam: A Method for Stochastic Optimization 2014 Diederik P. Kingma
Jimmy Ba
16
+ PDF Chat VQA: Visual Question Answering 2015 Stanislaw Antol
Aishwarya Agrawal
Jiasen Lu
Margaret Mitchell
Dhruv Batra
C. Lawrence Zitnick
Devi Parikh
9
+ LXMERT: Learning Cross-Modality Encoder Representations from Transformers 2019 Hao Tan
Mohit Bansal
9
+ PDF Chat Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints 2017 Jieyu Zhao
Tianlu Wang
Mark Yatskar
Vicente Ordóñez
Kai-Wei Chang
8
+ PDF Chat Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering 2018 Peter Anderson
Xiaodong He
Chris Buehler
Damien Teney
Mark Johnson
Stephen Jay Gould
Lei Zhang
8
+ PDF Chat Deep Residual Learning for Image Recognition 2016 Kaiming He
Xiangyu Zhang
Shaoqing Ren
Jian Sun
7
+ PDF Chat Semantics derived automatically from language corpora contain human-like biases 2017 Aylin Caliskan
Joanna J. Bryson
Arvind Narayanan
7
+ Deep Contextualized Word Representations 2018 Matthew E. Peters
Mark E Neumann
Mohit Iyyer
Matt Gardner
Christopher Clark
Kenton Lee
Luke Zettlemoyer
6
+ Microsoft COCO Captions: Data Collection and Evaluation Server 2015 Xinlei Chen
Hao Fang
Tsung-Yi Lin
Ramakrishna Vedantam
Saurabh Gupta
Piotr Dollár
C. Lawrence Zitnick
6
+ PDF Chat Women Also Snowboard: Overcoming Bias in Captioning Models 2018 Lisa Anne Hendricks
Kaylee Burns
Kate Saenko
Trevor Darrell
Anna Rohrbach
6
+ PDF Chat SQuAD: 100,000+ Questions for Machine Comprehension of Text 2016 Pranav Rajpurkar
Jian Zhang
Konstantin Lopyrev
Percy Liang
6
+ Very Deep Convolutional Networks for Large-Scale Image Recognition 2014 Karen Simonyan
Andrew Zisserman
6
+ PDF Chat Discrimination in online ad delivery 2013 Latanya Sweeney
6
+ Bidirectional Attention Flow for Machine Comprehension 2016 Min Joon Seo
Aniruddha Kembhavi
Ali Farhadi
Hannaneh Hajishirzi
6
+ PDF Chat Certifying and Removing Disparate Impact 2015 Michael Feldman
Sorelle A. Friedler
John Moeller
Carlos Scheidegger
Suresh Venkatasubramanian
6
+ PDF Chat COIN: A Large-Scale Dataset for Comprehensive Instructional Video Analysis 2019 Yansong Tang
Dajun Ding
Yongming Rao
Yu Zheng
Danyang Zhang
Lili Zhao
Jiwen Lu
Jie Zhou
6
+ PDF Chat Domain-Adversarial Training of Neural Networks 2017 Yaroslav Ganin
Evgeniya Ustinova
Hana Ajakan
Pascal Germain
Hugo Larochelle
François Laviolette
Mario Marchand
Victor Lempitsky
6
+ Neural Machine Translation by Jointly Learning to Align and Translate 2015 Dzmitry Bahdanau
Kyunghyun Cho
Yoshua Bengio
6
+ PDF Chat Show and tell: A neural image caption generator 2015 Oriol Vinyals
Alexander Toshev
Samy Bengio
Dumitru Erhan
6
+ PDF Chat HowTo100M: Learning a Text-Video Embedding by Watching Hundred Million Narrated Video Clips 2019 Antoine Miech
Dimitri Zhukov
Jean-Baptiste Alayrac
Makarand Tapaswi
Ivan Laptev
Josef Šivic
6
+ Mitigating Unwanted Biases with Adversarial Learning 2018 Brian Hu Zhang
Blake Lemoine
Margaret Mitchell
6
+ Right for the Wrong Reasons: Diagnosing Syntactic Heuristics in Natural Language Inference 2019 Tom McCoy
Ellie Pavlick
Tal Linzen
5
+ UCF101: A Dataset of 101 Human Actions Classes From Videos in The Wild 2012 Khurram Soomro
Amir Zamir
Mubarak Shah
5
+ VQA: Visual Question Answering 2015 Aishwarya Agrawal
Jiasen Lu
Stanislaw Antol
Margaret Mitchell
C. Lawrence Zitnick
Dhruv Batra
Devi Parikh
5
+ PDF Chat QuAC: Question Answering in Context 2018 Eunsol Choi
He He
Mohit Iyyer
Mark Yatskar
Wen-tau Yih
Yejin Choi
Percy Liang
Luke Zettlemoyer
5
+ AllenNLP: A Deep Semantic Natural Language Processing Platform 2018 Matt Gardner
Joël Grus
Mark E Neumann
Oyvind Tafjord
Pradeep Dasigi
Nelson Liu
Matthew E. Peters
Michael Schmitz
Luke Zettlemoyer
5
+ Annotation Artifacts in Natural Language Inference Data 2018 Suchin Gururangan
Swabha Swayamdipta
Omer Levy
Roy Schwartz
Samuel R. Bowman
Noah A. Smith
5
+ PDF Chat CoQA: A Conversational Question Answering Challenge 2019 Siva Reddy
Danqi Chen
Christopher D. Manning
5
+ PDF Chat Deep visual-semantic alignments for generating image descriptions 2015 Andrej Karpathy
Li Fei-Fei
5
+ Visual Semantic Role Labeling 2015 Saurabh Gupta
Jitendra Malik
5
+ PDF Chat ImageNet Large Scale Visual Recognition Challenge 2015 Olga Russakovsky
Jia Deng
Hao Su
Jonathan Krause
Sanjeev Satheesh
Sean Ma
Zhiheng Huang
Andrej Karpathy
Aditya Khosla
Michael S. Bernstein
5
+ PDF Chat Simple and Effective Multi-Paragraph Reading Comprehension 2018 Christopher Clark
Matt Gardner
5
+ Attention is All you Need 2017 Ashish Vaswani
Noam Shazeer
Niki Parmar
Jakob Uszkoreit
Llion Jones
Aidan N. Gomez
Łukasz Kaiser
Illia Polosukhin
5
+ PDF Chat Revisiting Visual Question Answering Baselines 2016 Allan Jabri
Armand Joulin
Laurens van der Maaten
4
+ PDF Chat Zero-Shot Activity Recognition with Verb Attribute Induction 2017 Rowan Zellers
Yejin Choi
4
+ PDF Chat Fairness through awareness 2012 Cynthia Dwork
Moritz Hardt
Toniann Pitassi
Omer Reingold
Richard S. Zemel
4
+ PDF Chat Yin and Yang: Balancing and Answering Binary Visual Questions 2016 Peng Zhang
Yash Goyal
Douglas Summers-Stay
Dhruv Batra
Devi Parikh
4
+ PDF Chat Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question Answering 2018 Aishwarya Agrawal
Dhruv Batra
Devi Parikh
Aniruddha Kembhavi
4
+ PDF Chat Misleading Failures of Partial-input Baselines 2019 Shi Feng
Eric Wallace
Jordan Boyd‐Graber
4
+ PDF Chat Solving Hard Coreference Problems 2015 Haoruo Peng
Daniel Khashabi
Dan Roth
4
+ PDF Chat Show and Tell: Lessons Learned from the 2015 MSCOCO Image Captioning Challenge 2016 Oriol Vinyals
Alexander Toshev
Samy Bengio
Dumitru Erhan
4
+ Compositional Questions Do Not Necessitate Multi-hop Reasoning 2019 Sewon Min
Eric Wallace
Sameer Singh
Matt Gardner
Hannaneh Hajishirzi
Luke Zettlemoyer
4
+ PDF Chat Adversarial Examples for Evaluating Reading Comprehension Systems 2017 Robin Jia
Percy Liang
4
+ PDF Chat Learning Gender-Neutral Word Embeddings 2018 Jieyu Zhao
Yichao Zhou
Zeyu Li
Wei Wang
Kai-Wei Chang
4
+ PDF Chat TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension 2017 Mandar Joshi
Eunsol Choi
Daniel S. Weld
Luke Zettlemoyer
4
+ Hollywood in Homes: Crowdsourcing Data Collection for Activity Understanding 2016 Gunnar A. Sigurdsson
Gül Varol
Xiaolong Wang
Ali Farhadi
Ivan Laptev
Abhinav Gupta
4
+ PDF Chat Adversarial Regularization for Visual Question Answering: Strengths, Shortcomings, and Side Effects 2019 Gabriel Grand
Yonatan Belinkov
4
+ On Adversarial Removal of Hypothesis-only Bias in Natural Language Inference 2019 Yonatan Belinkov
Adam Poliak
Stuart M. Shieber
Benjamin Van Durme
Alexander M. Rush
4
+ PDF Chat SWAG: A Large-Scale Adversarial Dataset for Grounded Commonsense Inference 2018 Rowan Zellers
Yonatan Bisk
Roy Schwartz
Yejin Choi
4
+ PDF Chat Learning Not to Learn: Training Deep Neural Networks With Biased Data 2019 Byungju Kim
Hyunwoo Kim
Kyungsu Kim
Sung-Jin Kim
Junmo Kim
4