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DORB: Dynamically Optimizing Multiple Rewards with Bandits

Nov 15, 2020
Ramakanth Pasunuru, Han Guo, Mohit Bansal

* EMNLP 2020 (15 pages) 

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Evaluating Interactive Summarization: an Expansion-Based Framework

Sep 17, 2020
Ori Shapira, Ramakanth Pasunuru, Hadar Ronen, Mohit Bansal, Yael Amsterdamer, Ido Dagan


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SuperPAL: Supervised Proposition ALignment for Multi-Document Summarization and Derivative Sub-Tasks

Sep 01, 2020
Ori Ernst, Ori Shapira, Ramakanth Pasunuru, Michael Lepioshkin, Jacob Goldberger, Mohit Bansal, Ido Dagan


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Multi-Source Domain Adaptation for Text Classification via DistanceNet-Bandits

Jan 17, 2020
Han Guo, Ramakanth Pasunuru, Mohit Bansal

* AAAI 2020 (10 pages) 

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Continual and Multi-Task Architecture Search

Jun 12, 2019
Ramakanth Pasunuru, Mohit Bansal

* ACL 2019 (12 pages) 

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Crowdsourcing Lightweight Pyramids for Manual Summary Evaluation

Apr 11, 2019
Ori Shapira, David Gabay, Yang Gao, Hadar Ronen, Ramakanth Pasunuru, Mohit Bansal, Yael Amsterdamer, Ido Dagan

* 5 pages, 2 graphs, 1 table. Published in NAACL 2019 

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AutoSeM: Automatic Task Selection and Mixing in Multi-Task Learning

Apr 08, 2019
Han Guo, Ramakanth Pasunuru, Mohit Bansal

* NAACL 2019 (12 pages) 

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Game-Based Video-Context Dialogue

Oct 17, 2018
Ramakanth Pasunuru, Mohit Bansal

* EMNLP 2018 (14 pages) (fixed Table5 typo in v2) 

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Dynamic Multi-Level Multi-Task Learning for Sentence Simplification

Jun 19, 2018
Han Guo, Ramakanth Pasunuru, Mohit Bansal

* COLING 2018 (15 pages) 

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Multi-Reward Reinforced Summarization with Saliency and Entailment

May 29, 2018
Ramakanth Pasunuru, Mohit Bansal

* NAACL 2018 (9 pages; added human evaluation and more analysis) 

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Soft Layer-Specific Multi-Task Summarization with Entailment and Question Generation

May 28, 2018
Han Guo, Ramakanth Pasunuru, Mohit Bansal

* ACL 2018 (16 pages) 

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Multi-Task Video Captioning with Video and Entailment Generation

Aug 08, 2017
Ramakanth Pasunuru, Mohit Bansal

* ACL 2017 (14 pages w/ supplementary) 

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Reinforced Video Captioning with Entailment Rewards

Aug 07, 2017
Ramakanth Pasunuru, Mohit Bansal

* EMNLP 2017 (9 pages) 

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