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End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering

Jun 09, 2021
Devendra Singh Sachan, Siva Reddy, William Hamilton, Chris Dyer, Dani Yogatama

* Preprint 

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Minimax and Neyman-Pearson Meta-Learning for Outlier Languages

Jun 02, 2021
Edoardo Maria Ponti, Rahul Aralikatte, Disha Shrivastava, Siva Reddy, Anders Søgaard

* Findings of ACL 2021 

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Understanding by Understanding Not: Modeling Negation in Language Models

May 07, 2021
Arian Hosseini, Siva Reddy, Dzmitry Bahdanau, R Devon Hjelm, Alessandro Sordoni, Aaron Courville

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Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval

Apr 18, 2021
Devang Kulshreshtha, Robert Belfer, Iulian Vlad Serban, Siva Reddy

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MeDAL: Medical Abbreviation Disambiguation Dataset for Natural Language Understanding Pretraining

Dec 27, 2020
Zhi Wen, Xing Han Lu, Siva Reddy

* In Proceedings of the 3rd Clinical Natural Language Processing Workshop, pp. 130-135. 2020 
* EMNLP 2020 Clinical NLP 

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Measuring Systematic Generalization in Neural Proof Generation with Transformers

Oct 20, 2020
Nicolas Gontier, Koustuv Sinha, Siva Reddy, Christopher Pal

* NeurIPS 2020; 17 pages; 9 figures; 6 tables 

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Learning Improvised Chatbots from Adversarial Modifications of Natural Language Feedback

Oct 15, 2020
Makesh Narsimhan Sreedhar, Kun Ni, Siva Reddy

* Accepted for publication at Findings of EMNLP 2020 

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Words aren't enough, their order matters: On the Robustness of Grounding Visual Referring Expressions

May 04, 2020
Arjun R Akula, Spandana Gella, Yaser Al-Onaizan, Song-Chun Zhu, Siva Reddy

* ACL 2020 

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StereoSet: Measuring stereotypical bias in pretrained language models

Apr 20, 2020
Moin Nadeem, Anna Bethke, Siva Reddy

* 9 pages, 6 tables, and 3 figures 

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Building a Neural Semantic Parser from a Domain Ontology

Dec 25, 2018
Jianpeng Cheng, Siva Reddy, Mirella Lapata

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CoQA: A Conversational Question Answering Challenge

Aug 21, 2018
Siva Reddy, Danqi Chen, Christopher D. Manning

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Learning an Executable Neural Semantic Parser

Aug 12, 2018
Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata

* In Journal of Computational Linguistics 

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Learning to Paraphrase for Question Answering

Aug 20, 2017
Li Dong, Jonathan Mallinson, Siva Reddy, Mirella Lapata

* EMNLP 2017 

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Predicting Target Language CCG Supertags Improves Neural Machine Translation

Jul 18, 2017
Maria Nadejde, Siva Reddy, Rico Sennrich, Tomasz Dwojak, Marcin Junczys-Dowmunt, Philipp Koehn, Alexandra Birch

* Accepted at the Second Conference on Machine Translation (WMT17). This version includes more results regarding target syntax for Romanian->English and reports fewer results regarding source syntax 

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Learning Structured Natural Language Representations for Semantic Parsing

Jun 14, 2017
Jianpeng Cheng, Siva Reddy, Vijay Saraswat, Mirella Lapata

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Question Answering on Knowledge Bases and Text using Universal Schema and Memory Networks

Apr 27, 2017
Rajarshi Das, Manzil Zaheer, Siva Reddy, Andrew McCallum

* ACL 2017 (short) 

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Evaluating Induced CCG Parsers on Grounded Semantic Parsing

Jan 31, 2017
Yonatan Bisk, Siva Reddy, John Blitzer, Julia Hockenmaier, Mark Steedman

* EMNLP 2016, Table 2 erratum, Code and Freebase Semantic Parsing data URL 

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DNN-based Speech Synthesis for Indian Languages from ASCII text

Aug 18, 2016
Srikanth Ronanki, Siva Reddy, Bajibabu Bollepalli, Simon King

* 6 pages, 5 figures -- Accepted in 9th ISCA Speech Synthesis Workshop 

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Paraphrase Generation from Latent-Variable PCFGs for Semantic Parsing

Aug 05, 2016
Shashi Narayan, Siva Reddy, Shay B. Cohen

* 10 pages, INLG 2016 

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Question Answering on Freebase via Relation Extraction and Textual Evidence

Jun 09, 2016
Kun Xu, Siva Reddy, Yansong Feng, Songfang Huang, Dongyan Zhao

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