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Do Embodied Agents Dream of Pixelated Sheep?: Embodied Decision Making using Language Guided World Modelling


Jan 28, 2023
Kolby Nottingham, Prithviraj Ammanabrolu, Alane Suhr, Yejin Choi, Hannaneh Hajishirzi, Sameer Singh, Roy Fox

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To Adapt or to Annotate: Challenges and Interventions for Domain Adaptation in Open-Domain Question Answering


Dec 20, 2022
Dheeru Dua, Emma Strubell, Sameer Singh, Pat Verga

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Successive Prompting for Decomposing Complex Questions


Dec 08, 2022
Dheeru Dua, Shivanshu Gupta, Sameer Singh, Matt Gardner

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Continued Pretraining for Better Zero- and Few-Shot Promptability


Oct 19, 2022
Zhaofeng Wu, Robert L. Logan IV, Pete Walsh, Akshita Bhagia, Dirk Groeneveld, Sameer Singh, Iz Beltagy

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* EMNLP 2022 

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Quantifying Social Biases Using Templates is Unreliable


Oct 09, 2022
Preethi Seshadri, Pouya Pezeshkpour, Sameer Singh

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TalkToModel: Understanding Machine Learning Models With Open Ended Dialogues


Jul 08, 2022
Dylan Slack, Satyapriya Krishna, Himabindu Lakkaraju, Sameer Singh

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* Pre-print; comments welcome! Reach out to [email protected] 

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Learning to Query Internet Text for Informing Reinforcement Learning Agents


May 25, 2022
Kolby Nottingham, Alekhya Pyla, Sameer Singh, Roy Fox

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ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension


Apr 12, 2022
Sanjay Subramanian, Will Merrill, Trevor Darrell, Matt Gardner, Sameer Singh, Anna Rohrbach

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* ACL 2022 

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Structurally Diverse Sampling Reduces Spurious Correlations in Semantic Parsing Datasets


Mar 16, 2022
Shivanshu Gupta, Sameer Singh, Matt Gardner

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Impact of Pretraining Term Frequencies on Few-Shot Reasoning


Feb 15, 2022
Yasaman Razeghi, Robert L. Logan IV, Matt Gardner, Sameer Singh

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