Publications
ArXiv Preprints
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Sarah Wiegreffe* and Ana Marasović*
Teach Me to Explain: A Review of Datasets for Explainable NLP
Paper Website -
Alexander M. Hoyle, Ana Marasović, Noah A. Smith
Promoting Graph Awareness in Linearized Graph-to-Text Generation
Paper -
Alexis Ross, Ana Marasović, Matthew E. Peters
Explaining NLP Models via Minimal Contrastive Editing (MiCE)
Paper -
Sarah Wiegreffe, Ana Marasović, Noah A. Smith
Measuring Association Between Labels and Free-Text Rationales
Paper
Peer-Reviewed Publications
2021
- Alon Jacovi, Ana Marasović, Tim Miller, Yoav Goldberg
Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
ACM FAccT
Paper
2020
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Ana Marasović, Chandra Bhagavatula, Jae Sung Park, Ronan Le Bras, Noah A. Smith, Yejin Choi
Natural Language Rationales with Full-Stack Visual Reasoning: From Pixels to Semantic Frames to Commonsense Graphs
Findings of EMNLP
Paper Code -
Qiang Ning, Hao Wu, Pradeep Dasigi, Dheeru Dua, Matt Gardner, Robert L. Logan IV, Ana Marasović, Zhen Nie
Easy, Reproducible and Quality-Controlled Data Collection with CrowdAQ
EMNLP Demo
Paper Demo -
Suchin Gururangan, Ana Marasović, Swabha Swayamdipta, Kyle Lo, Iz Beltagy, Doug Downey, Noah A. Smith
Don’t Stop Pretraining: Adapt Language Models to Domains and Tasks
ACL (honorable mention for best paper)
Paper Code
2019
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Pradeep Dasigi, Nelson F. Liu, Ana Marasović, Noah A. Smith, Matt Gardner
Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
EMNLP
Paper Dataset -
Ana Marasović
Deep Learning With Sentiment Inference For Discourse-Oriented Opinion Analysis
PhD Thesis
PDF
2018
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Ana Marasović and Anette Frank
SRL4ORL: Improving Opinion Role Labelling using Multi-task Learning with Semantic Role Labeling
NAACL-HLT
Paper Code -
Markus Zopf, Teresa Botschen, Tobias Falke, Benjamin Heinzerling, Ana Marasović, Todor Mihaylov, Avinesh PVS, Eneldo Mencia Loza, Johannes Fuernkranz, Anette Frank
What’s Important in a Text? An Extensive Evaluation of Linguistic Annotations for Summarization
SNAMS
Paper
2017
- Ana Marasović, Leo Born, Juri Opitz, Anette Frank
A Mention-Ranking Model for Abstract Anaphora Resolution
EMNLP
Paper Code
2016
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Ana Marasović and Anette Frank
Multilingual Modal Sense Classification using a Convolutional Neural Network
Repl4NLP Workshop
Paper Code -
Ana Marasović, Mengfei Zhou, Alexis Palmer, Anette Frank
Linguistic Issues in Language Technology, Volume 14—Modality: Logic, Semantics, Annotation, and Machine Learning
Modal Sense Classification at Large: Paraphrase-Driven Sense Projection, Semantically Enriched Classification Models and Cross-Genre Evaluations
Paper