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Streamlining Cross-Document Coreference Resolution: Evaluation and Modeling

Sep 23, 2020
Arie Cattan, Alon Eirew, Gabriel Stanovsky, Mandar Joshi, Ido Dagan


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An Information Bottleneck Approach for Controlling Conciseness in Rationale Extraction

May 01, 2020
Bhargavi Paranjape, Mandar Joshi, John Thickstun, Hannaneh Hajishirzi, Luke Zettlemoyer


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Contextualized Representations Using Textual Encyclopedic Knowledge

Apr 24, 2020
Mandar Joshi, Kenton Lee, Yi Luan, Kristina Toutanova


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BERT for Coreference Resolution: Baselines and Analysis

Sep 01, 2019
Mandar Joshi, Omer Levy, Daniel S. Weld, Luke Zettlemoyer

* EMNLP 2019 camera ready version 

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SpanBERT: Improving Pre-training by Representing and Predicting Spans

Jul 31, 2019
Mandar Joshi, Danqi Chen, Yinhan Liu, Daniel S. Weld, Luke Zettlemoyer, Omer Levy


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RoBERTa: A Robustly Optimized BERT Pretraining Approach

Jul 26, 2019
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, Veselin Stoyanov


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pair2vec: Compositional Word-Pair Embeddings for Cross-Sentence Inference

Oct 20, 2018
Mandar Joshi, Eunsol Choi, Omer Levy, Daniel S. Weld, Luke Zettlemoyer


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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension

May 13, 2017
Mandar Joshi, Eunsol Choi, Daniel S. Weld, Luke Zettlemoyer

* Added references, fixed typos, minor baseline update 

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