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EASE: Extractive-Abstractive Summarization with Explanations

May 14, 2021
Haoran Li, Arash Einolghozati, Srinivasan Iyer, Bhargavi Paranjape, Yashar Mehdad, Sonal Gupta, Marjan Ghazvininejad

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FiD-Ex: Improving Sequence-to-Sequence Models for Extractive Rationale Generation

Dec 31, 2020
Kushal Lakhotia, Bhargavi Paranjape, Asish Ghoshal, Wen-tau Yih, Yashar Mehdad, Srinivasan Iyer

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Human Evaluation of Spoken vs. Visual Explanations for Open-Domain QA

Dec 30, 2020
Ana Valeria Gonzalez, Gagan Bansal, Angela Fan, Robin Jia, Yashar Mehdad, Srinivasan Iyer

* pre-print 

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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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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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DeLighT: Very Deep and Light-weight Transformer

Aug 03, 2020
Sachin Mehta, Marjan Ghazvininejad, Srinivasan Iyer, Luke Zettlemoyer, Hannaneh Hajishirzi

* 16 pages including references and appendix 

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JuICe: A Large Scale Distantly Supervised Dataset for Open Domain Context-based Code Generation

Oct 09, 2019
Rajas Agashe, Srinivasan Iyer, Luke Zettlemoyer

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Learning Programmatic Idioms for Scalable Semantic Parsing

Apr 19, 2019
Srinivasan Iyer, Alvin Cheung, Luke Zettlemoyer

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Mapping Language to Code in Programmatic Context

Aug 29, 2018
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Luke Zettlemoyer

* Accepted at EMNLP 2018 

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Learning to Map Context-Dependent Sentences to Executable Formal Queries

Apr 25, 2018
Alane Suhr, Srinivasan Iyer, Yoav Artzi

* NAACL-HLT 2018 Long Paper 

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Neural AMR: Sequence-to-Sequence Models for Parsing and Generation

Aug 18, 2017
Ioannis Konstas, Srinivasan Iyer, Mark Yatskar, Yejin Choi, Luke Zettlemoyer

* Accepted in ACL 2017 

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Learning a Neural Semantic Parser from User Feedback

Apr 27, 2017
Srinivasan Iyer, Ioannis Konstas, Alvin Cheung, Jayant Krishnamurthy, Luke Zettlemoyer

* Accepted at ACL 2017 

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