Publications

Jump to: preprints, peer-reviewed publications in ‘25, ‘24, ‘23, ‘22, ‘21, ‘20, ‘19, ‘18, ‘17, ‘16, blogs.

Preprints

  • Martin Tutek, Fateme Hashemi Chaleshtori, Ana Marasović, Yonatan Belinkov
    Measuring Faithfulness of Chains of Thought by Unlearning Reasoning Steps
    Paper

Peer-Reviewed Publications

2025

  • Karolina Stanczak, Nicholas Meade, Mehar Bhatia, Hattie Zhou, Konstantin Böttinger, Jeremy Barnes, Jason Stanley, Nicolas Papernot, Nicolas Chapados, Denis Therien, Timothy P Lillicrap, Ana Marasović, Sylvie Delacroix, Gillian K Hadfield, Siva Reddy
    Societal Alignment Frameworks Can Improve LLM Alignment
    ICLR 2025 Workshop on Bidirectional Human-AI Alignment
    Paper

2024

  • Fateme Hashemi Chaleshtori, Atreya Ghosal, Alexander Gill, Purbid Bambroo, and Ana Marasović
    On Evaluating Explanation Utility for Human-AI Decision Making in NLP
    EMNLP Findings 2024
    Paper

  • Oliver Bentham*, Nathan Stringham*, and Ana Marasović
    Chain-of-Thought Unfaithfulness as Disguised Accuracy
    TMLR
    Paper

  • Ashim Gupta, Rishanth Rajendhran, Nathan Stringham, Vivek Srikumar, and Ana Marasović
    Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness
    NAACL
    Paper

2023

  • Fateme Hashemi Chaleshtori, Atreya Ghosal, and Ana Marasović
    On Evaluating Explanation Utility for Human-AI Decision-Making in NLP
    The workshop “XAI in Action: Past, Present, and Future Applications” co-colated with NeurIPS 2023
    Paper

  • Jacob K. Johnson and Ana Marasović
    How Much Consistency Is Your Accuracy Worth?
    BlackboxNLP
    Paper

  • Jack Hessel, Ana Marasović, Jena D Hwang, Lillian Lee, Jeff Da, Rowan Zellers, Robert Mankoff, Yejin Choi
    Do Androids Laugh at Electric Sheep? Humor “Understanding” Benchmarks from The New Yorker Caption Contest
    ACL (best paper award 🌟)
    Paper

2022

  • Abhilasha Ravichander, Matt Gardner, Ana Marasović
    CondaQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation
    EMNLP
    (SoCal NLP Symposium best paper award)
    Paper Dataset

  • Alexis Ross, Matthew E. Peters, Ana Marasović
    Does Self-Rationalization Improve Robustness to Spurious Correlations
    EMNLP
    Paper

  • Shruti Palaskar, Akshita Bhagia, Yonatan Bisk, Florian Metze, Alan W Black, Ana Marasović
    On Advances in Text Generation from Images Beyond Captioning: A Case Study in Self-Rationalization
    Findings of EMNLP
    Paper

  • Ana Marasović*, Iz Beltagy*, Doug Downey, Matthew E. Peters
    Few-Shot Self-Rationalization with Natural Language Prompts
    Findings of NAACL
    Paper Code

2021

  • Sarah Wiegreffe* and Ana Marasović*
    Teach Me to Explain: A Review of Datasets for Explainable NLP
    NeurIPS
    Paper Website

  • Sarah Wiegreffe, Ana Marasović, Noah A. Smith
    Measuring Association Between Labels and Free-Text Rationales
    EMNLP
    Paper

  • Jesse Dodge, Maarten Sap, Ana Marasović, William Agnew, Gabriel Ilharco, Dirk Groeneveld, Matt Gardner
    Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus
    EMNLP
    Paper Demo Repo

  • Kaiser Sun and Ana Marasović
    Effective Attention Sheds Light On Interpretability
    Findings of ACL
    Paper Code

  • Alexis Ross, Ana Marasović, Matthew E. Peters
    Explaining NLP Models via Minimal Contrastive Editing (MiCE)
    Findings of ACL
    Paper

  • Alexander M. Hoyle, Ana Marasović, Noah A. Smith
    Promoting Graph Awareness in Linearized Graph-to-Text Generation
    Findings of ACL
    Paper

  • 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

  • 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

  • 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

  • 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

  • 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

Blogs