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Modeling Preconditions in Text with a Crowd-sourced Dataset

Oct 07, 2020
Heeyoung Kwon, Mahnaz Koupaee, Pratyush Singh, Gargi Sawhney, Anmol Shukla, Keerthi Kumar Kallur, Nathanael Chambers, Niranjan Balasubramanian

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Rethinking Evaluation Practices in Visual Question Answering: A Case Study on Out-of-Distribution Generalization

May 24, 2022
Aishwarya Agrawal, Ivana Kajić, Emanuele Bugliarello, Elnaz Davoodi, Anita Gergely, Phil Blunsom, Aida Nematzadeh

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Exploiting Inductive Bias in Transformers for Unsupervised Disentanglement of Syntax and Semantics with VAEs

May 12, 2022
Ghazi Felhi, Joseph Le Roux, Djamé Seddah

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The Curious Case of Control

May 24, 2022
Elias Stengel-Eskin, Benjamin Van Durme

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Near-Optimal No-Regret Learning for General Convex Games

Jun 20, 2022
Gabriele Farina, Ioannis Anagnostides, Haipeng Luo, Chung-Wei Lee, Christian Kroer, Tuomas Sandholm

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Stochastic Zeroth Order Gradient and Hessian Estimators: Variance Reduction and Refined Bias Bounds

May 29, 2022
Yasong Feng, Tianyu Wang

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MCSE: Multimodal Contrastive Learning of Sentence Embeddings

Apr 22, 2022
Miaoran Zhang, Marius Mosbach, David Ifeoluwa Adelani, Michael A. Hedderich, Dietrich Klakow

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SelfText Beyond Polygon: Unconstrained Text Detection with Box Supervision and Dynamic Self-Training

Dec 05, 2020
Weijia Wu, Enze Xie, Ruimao Zhang, Wenhai Wang, Guan Pang, Zhen Li, Hong Zhou, Ping Luo

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BLEU, METEOR, BERTScore: Evaluation of Metrics Performance in Assessing Critical Translation Errors in Sentiment-oriented Text

Sep 29, 2021
Hadeel Saadany, Constantin Orasan

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On the Role of Bidirectionality in Language Model Pre-Training

May 24, 2022
Mikel Artetxe, Jingfei Du, Naman Goyal, Luke Zettlemoyer, Ves Stoyanov

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