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Teach Me to Explain: A Review of Datasets for Explainable NLP

Mar 01, 2021
Sarah Wiegreffe, Ana Marasović

* Version 2: added missing references, changed the NLI example in Table 1, and corrected typos 

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Promoting Graph Awareness in Linearized Graph-to-Text Generation

Dec 31, 2020
Alexander Hoyle, Ana Marasović, Noah Smith

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Explaining NLP Models via Minimal Contrastive Editing (MiCE)

Dec 27, 2020
Alexis Ross, Ana Marasović, Matthew E. Peters

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Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs

Oct 15, 2020
Ana Marasović, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi

* Accepted to Findings of EMNLP 

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Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI

Oct 15, 2020
Alon Jacovi, Ana Marasović, Tim Miller, Yoav Goldberg

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Don't Stop Pretraining: Adapt Language Models to Domains and Tasks

May 05, 2020
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, Noah A. Smith

* ACL 2020 

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Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning

Sep 05, 2019
Pradeep Dasigi, Nelson F. Liu, Ana Marasović, Noah A. Smith, Matt Gardner

* 8 pages including appendix; EMNLP 2019 accepted paper camera ready version 

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SRL4ORL: Improving Opinion Role Labeling using Multi-task Learning with Semantic Role Labeling

Apr 19, 2018
Ana Marasović, Anette Frank

* Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT) 
* Published in NAACL 2018 

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A Mention-Ranking Model for Abstract Anaphora Resolution

Jul 21, 2017
Ana Marasović, Leo Born, Juri Opitz, Anette Frank

* In Proceedings of the 2017 Conference on Empirical Methods in Natural Language Processing (EMNLP). Copenhagen, Denmark 

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Multilingual Modal Sense Classification using a Convolutional Neural Network

Aug 18, 2016
Ana Marasović, Anette Frank

* Final version, accepted at the 1st Workshop on Representation Learning for NLP, held in conjunction with ACL 2016 

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