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Improving Zero and Few-Shot Abstractive Summarization with Intermediate Fine-tuning and Data Augmentation

Oct 24, 2020
Alexander R. Fabbri, Simeng Han, Haoyuan Li, Haoran Li, Marjan Ghazvininejad, Shafiq Joty, Dragomir Radev, Yashar Mehdad


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RECONSIDER: Re-Ranking using Span-Focused Cross-Attention for Open Domain Question Answering

Oct 21, 2020
Srinivasan Iyer, Sewon Min, Yashar Mehdad, Wen-tau Yih


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Low-Resource Domain Adaptation for Compositional Task-Oriented Semantic Parsing

Oct 07, 2020
Xilun Chen, Asish Ghoshal, Yashar Mehdad, Luke Zettlemoyer, Sonal Gupta

* EMNLP 2020 

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Efficient One-Pass End-to-End Entity Linking for Questions

Oct 06, 2020
Belinda Z. Li, Sewon Min, Srinivasan Iyer, Yashar Mehdad, Wen-tau Yih

* 9 pages, EMNLP 2020 

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Conversational Semantic Parsing

Sep 28, 2020
Armen Aghajanyan, Jean Maillard, Akshat Shrivastava, Keith Diedrick, Mike Haeger, Haoran Li, Yashar Mehdad, Ves Stoyanov, Anuj Kumar, Mike Lewis, Sonal Gupta


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Answering Complex Open-Domain Questions with Multi-Hop Dense Retrieval

Sep 27, 2020
Wenhan Xiong, Xiang Lorraine Li, Srini Iyer, Jingfei Du, Patrick Lewis, William Yang Wang, Yashar Mehdad, Wen-tau Yih, Sebastian Riedel, Douwe Kiela, Barlas Oğuz


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MTOP: A Comprehensive Multilingual Task-Oriented Semantic Parsing Benchmark

Aug 21, 2020
Haoran Li, Abhinav Arora, Shuohui Chen, Anchit Gupta, Sonal Gupta, Yashar Mehdad


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DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging

Jul 14, 2017
Sheng Chen, Akshay Soni, Aasish Pappu, Yashar Mehdad

* 10 pages 

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Online Article Ranking as a Constrained, Dynamic, Multi-Objective Optimization Problem

May 16, 2017
Jeya Balaji Balasubramanian, Akshay Soni, Yashar Mehdad, Nikolay Laptev

* 7 pages 

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Rank-to-engage: New Listwise Approaches to Maximize Engagement

Feb 24, 2017
Swayambhoo Jain, Akshay Soni, Nikolay Laptev, Yashar Mehdad


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RIPML: A Restricted Isometry Property based Approach to Multilabel Learning

Feb 16, 2017
Akshay Soni, Yashar Mehdad

* 6 pages 

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Domain Adaptation for Named Entity Recognition in Online Media with Word Embeddings

Dec 01, 2016
Vivek Kulkarni, Yashar Mehdad, Troy Chevalier

* 12 pages, 3 figures, 8 tables arxiv preprint 

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