Marasović, Ana

1. Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
   2020/04/23 by Gururangan, Suchin, Marasović, Ana, Swayamdipta, Swabha +4 · 103 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
2. Documenting Large Webtext Corpora: A Case Study on the Colossal Clean Crawled Corpus
   2021/04/18 by Dodge, Jesse, Sap, Maarten, Marasović, Ana +5 · 59 citations
   #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
3. Formalizing Trust in Artificial Intelligence: Prerequisites, Causes and Goals of Human Trust in AI
   2020/10/15 by Alon Jacovi, Jacovi, Alon, Ana Marasović +5 · 26 citations
   Computer Science · Social Sciences · Medicine · #Explainable Artificial Intelligence (XAI) #Ethics and Social Impacts of AI #Artificial Intelligence in Healthcare and Education
4. Measuring Association Between Labels and Free-Text Rationales
   2020/10/24 by Wiegreffe, Sarah, Marasović, Ana, Smith, Noah A. · 9 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. Teach Me to Explain: A Review of Datasets for Explainable Natural Language Processing
   2021/02/23 by Sarah Wiegreffe, Wiegreffe, Sarah, Ana Marasović +1 · 9 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Healthcare #Natural Language Processing Techniques #Topic Modeling
6. Measuring Chain of Thought Faithfulness by Unlearning Reasoning Steps
   2025/02/20 by Martin Tutek, Fateme Hashemi Chaleshtori, Tutek, Martin +5 · 2 voices · 12 citations
   Social Sciences · #Education and Islamic Studies #Religion, Spirituality, and Psychology #cs.CL
7. Chain-of-Thought Unfaithfulness as Disguised Accuracy
   2024/02/22 by Oliver Bentham, Nathan Stringham, Bentham, Oliver +3 · 2 voices · 7 citations
   Neuroscience · Arts and Humanities · #Psychology of Moral and Emotional Judgment #Epistemology, Ethics, and Metaphysics
8. Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
   2019/08/16 by Dasigi, Pradeep, Liu, Nelson F., Marasović, Ana +2 · 3 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
9. Societal Alignment Frameworks Can Improve LLM Alignment
   2025/02/27 by Karolina Stańczak, Stańczak, Karolina, Nicholas Meade +31 · 4 voices · 3 citations
   #cs.CY #cs.AI #cs.CL
10. Explaining NLP Models via Minimal Contrastive Editing (MiCE)
    2020/12/27 by Ross, Alexis, Marasović, Ana, Peters, Matthew E. · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. Few-Shot Self-Rationalization with Natural Language Prompts
    2021/11/16 by Ana Marasović, Iz Beltagy, Marasović, Ana +5 · 2 citations
    Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
12. CONDAQA: A Contrastive Reading Comprehension Dataset for Reasoning about Negation
    2022/11/01 by Abhilasha Ravichander, Matt Gardner, Ravichander, Abhilasha +3 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
13. On Evaluating Explanation Utility for Human-AI Decision Making in NLP
    2024/07/03 by Fateme Hashemi Chaleshtori, Atreya Ghosal, Chaleshtori, Fateme Hashemi +7 · 1 voice · 2 citations
    #cs.CL #cs.AI #cs.HC
14. Effective Attention Sheds Light On Interpretability
    2021/05/18 by Sun, Kaiser, Marasović, Ana · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
15. Whispers of Doubt Amidst Echoes of Triumph in NLP Robustness
    2023/11/16 by Ashim Gupta, Gupta, Ashim, Rishanth Rajendhran +7 · 1 voice · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
16. Does Self-Rationalization Improve Robustness to Spurious Correlations?
    2022/10/24 by Ross, Alexis, Peters, Matthew E., Marasović, Ana · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
17. BriefMe: A Legal NLP Benchmark for Assisting with Legal Briefs
    2025/06/07 by Jesse Woo, Fateme Hashemi Chaleshtori, Woo, Jesse +5 · 2 voices
    Social Sciences · Computer Science · #Artificial Intelligence in Law #Topic Modeling #Multi-Agent Systems and Negotiation