Nazneen Fatema Rajani

According to our database, Nazneen Fatema Rajani authored at least 54 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Systematic analysis of 32,111 AI model cards characterizes documentation practice in AI.

Weixin Liang, Nazneen Rajani, Xinyu Yang, Ezinwanne Ozoani, Eric Wu, Yiqun Chen, Daniel Scott Smith, James Zou

Nat. Mac. Intell., 2024

Self-rationalization improves LLM as a fine-grained judge.

Prapti Trivedi, Aditya Gulati, Oliver Molenschot, Meghana Arakkal Rajeev, Rajkumar Ramamurthy, Keith Stevens, Tanveesh Singh Chaudhery, Jahnavi Jambholkar, James Zou, Nazneen Rajani

CoRR, 2024

What's documented in AI? Systematic Analysis of 32K AI Model Cards.

Weixin Liang, Nazneen Rajani, Xinyu Yang, Ezinwanne Ozoani, Eric Wu, Yiqun Chen, Daniel Scott Smith, James Zou

CoRR, 2024

2023

Zephyr: Direct Distillation of LM Alignment.

Lewis Tunstall, Edward Beeching, Nathan Lambert, Nazneen Rajani, Kashif Rasul, Younes Belkada, Shengyi Huang, Leandro von Werra, Clémentine Fourrier, Nathan Habib, Nathan Sarrazin, Omar Sanseviero, Alexander M. Rush, Thomas Wolf

CoRR, 2023

Confidence-Building Measures for Artificial Intelligence: Workshop Proceedings.

Sarah Shoker, Andrew W. Reddie, Sarah Barrington, Ruby Booth, Miles Brundage, Husanjot Chahal, Michael Depp, Bill Drexel, Ritwik Gupta, Marina Favaro, Jake Hecla, Alan Hickey, Margarita Konaev, Kirthi Kumar, Nathan Lambert, Andrew Lohn, Cullen O'Keefe, Nazneen Rajani, Michael Sellitto, Robert Trager, Leah Walker, Alexa Wehsener, Jessica Young

CoRR, 2023

Generative AI meets Responsible AI: Practical Challenges and Opportunities.

Krishnaram Kenthapadi, Himabindu Lakkaraju, Nazneen Rajani

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

What's New? Summarizing Contributions in Scientific Literature.

Hiroaki Hayashi, Wojciech Kryscinski, Bryan McCann, Nazneen Rajani, Caiming Xiong

Proceedings of the 17th Conference of the European Chapter of the Association for Computational Linguistics, 2023

CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization.

Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani

Proceedings of the Findings of the Association for Computational Linguistics: ACL 2023, 2023

2022

Measuring Data.

Margaret Mitchell, Alexandra Sasha Luccioni, Nathan Lambert, Marissa Gerchick, Angelina McMillan-Major, Ezinwanne Ozoani, Nazneen Rajani, Tristan Thrush, Yacine Jernite, Douwe Kiela

CoRR, 2022

SEAL : Interactive Tool for Systematic Error Analysis and Labeling.

Nazneen Rajani, Weixin Liang, Lingjiao Chen, Meg Mitchell, James Zou

CoRR, 2022

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements.

Leandro von Werra, Lewis Tunstall, Abhishek Thakur, Alexandra Sasha Luccioni, Tristan Thrush, Aleksandra Piktus, Felix Marty, Nazneen Rajani, Victor Mustar, Helen Ngo, Omar Sanseviero, Mario Sasko, Albert Villanova del Moral, Quentin Lhoest, Julien Chaumond, Margaret Mitchell, Alexander M. Rush, Thomas Wolf, Douwe Kiela

CoRR, 2022

iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models.

Jun Yuan, Jesse Vig, Nazneen Rajani

Proceedings of the IUI 2022: 27th International Conference on Intelligent User Interfaces, Helsinki, Finland, March 22, 2022

P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts.

Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani

Proceedings of the Tenth International Conference on Learning Representations, 2022

Interactive Model Cards: A Human-Centered Approach to Model Documentation.

Anamaria Crisan, Margaret Drouhard, Jesse Vig, Nazneen Rajani

Proceedings of the FAccT '22: 2022 ACM Conference on Fairness, Accountability, and Transparency, Seoul, Republic of Korea, June 21, 2022

Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements.

Leandro von Werra, Lewis Tunstall, Abhishek Thakur, Sasha Luccioni, Tristan Thrush, Aleksandra Piktus, Felix Marty, Nazneen Rajani, Victor Mustar, Helen Ngo

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations.

Swarnadeep Saha, Peter Hase, Nazneen Rajani, Mohit Bansal

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

SEAL: Interactive Tool for Systematic Error Analysis and Labeling.

Nazneen Rajani, Weixin Liang, Lingjiao Chen, Margaret Mitchell, James Zou

Proceedings of the The 2022 Conference on Empirical Methods in Natural Language Processing, 2022

BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization.

Wojciech Kryscinski, Nazneen Rajani, Divyansh Agarwal, Caiming Xiong, Dragomir Radev

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

CTRLsum: Towards Generic Controllable Text Summarization.

Junxian He, Wojciech Kryscinski, Bryan McCann, Nazneen Rajani, Caiming Xiong

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models.

Tanya Goyal, Nazneen Rajani, Wenhao Liu, Wojciech Kryscinski

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Conformal Predictor for Improving Zero-Shot Text Classification Efficiency.

Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

2021

MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization.

Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani

CoRR, 2021

HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models.

Tanya Goyal, Nazneen Fatema Rajani, Wenhao Liu, Wojciech Kryscinski

CoRR, 2021

Robustness Gym: Unifying the NLP Evaluation Landscape.

Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré

CoRR, 2021

DART: Open-Domain Structured Data Record to Text Generation.

Linyong Nan, Dragomir R. Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Mutethia Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Robustness Gym: Unifying the NLP Evaluation Landscape.

Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Zachary Taschdjian, Mohit Bansal, Christopher Ré

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Demonstrations, 2021

Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems.

Karan Goel, Laurel J. Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher Ré

Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies: Industry Papers, 2021

BERTology Meets Biology: Interpreting Attention in Protein Language Models.

Jesse Vig, Ali Madani, Lav R. Varshney, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani

Proceedings of the 9th International Conference on Learning Representations, 2021

CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers.

Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong

Proceedings of the 9th International Conference on Learning Representations, 2021

GeDi: Generative Discriminator Guided Sequence Generation.

Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging.

Han Guo, Nazneen Rajani, Peter Hase, Mohit Bansal, Caiming Xiong

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality.

Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Rajani, Nitish Shirish Keskar, Thamar Solorio

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Stage-wise Fine-tuning for Graph-to-Text Generation.

Qingyun Wang, Semih Yavuz, Xi Victoria Lin, Heng Ji, Nazneen Fatema Rajani

Proceedings of the ACL-IJCNLP 2021 Student Research Workshop, 2021

SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization.

Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Rajani

Proceedings of the Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models.

Pascal Sturmfels, Jesse Vig, Ali Madani, Nazneen Fatema Rajani

CoRR, 2020

Char2Subword: Extending the Subword Embedding Space from Pre-trained Models Using Robust Character Compositionality.

Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Fatema Rajani, Nitish Shirish Keskar, Thamar Solorio

CoRR, 2020

Explaining and Improving Model Behavior with k Nearest Neighbor Representations.

Nazneen Fatema Rajani, Ben Krause, Wenpeng Yin, Tong Niu, Richard Socher, Caiming Xiong

CoRR, 2020

Explaining Creative Artifacts.

Lav R. Varshney, Nazneen Fatema Rajani, Richard Socher

CoRR, 2020

DART: Open-Domain Structured Data Record to Text Generation.

Dragomir R. Radev, Rui Zhang, Amrit Rau, Abhinand Sivaprasad, Chiachun Hsieh, Nazneen Fatema Rajani, Xiangru Tang, Aadit Vyas, Neha Verma, Pranav Krishna, Yangxiaokang Liu, Nadia Irwanto, Jessica Pan, Faiaz Rahman, Ahmad Zaidi, Murori Mutuma, Yasin Tarabar, Ankit Gupta, Tao Yu, Yi Chern Tan, Xi Victoria Lin, Caiming Xiong, Richard Socher

CoRR, 2020

ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis.

Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani

Proceedings of the 13th International Conference on Natural Language Generation, 2020

Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start.

Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong

Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation.

Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

ESPRIT: Explaining Solutions to Physical Reasoning Tasks.

Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir R. Radev

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

ERASER: A Benchmark to Evaluate Rationalized NLP Models.

Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Explain Yourself! Leveraging Language Models for Commonsense Reasoning.

Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, Richard Socher

Proceedings of the 57th Conference of the Association for Computational Linguistics, 2019

2018

Stacking with Auxiliary Features for Visual Question Answering.

Nazneen Fatema Rajani, Raymond J. Mooney

Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2018

2017

Stacking With Auxiliary Features.

Nazneen Fatema Rajani, Raymond J. Mooney

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Stacking With Auxiliary Features for Entity Linking in the Medical Domain.

Nazneen Fatema Rajani, Mihaela A. Bornea, Ken Barker

Proceedings of the BioNLP 2017, Vancouver, Canada, August 4, 2017, 2017

2016

Supervised and Unsupervised Ensembling for Knowledge Base Population.

Nazneen Fatema Rajani, Raymond J. Mooney

CoRR, 2016

Stacking With Auxiliary Features for Combining Supervised and Unsupervised Ensembles.

Nazneen Fatema Rajani, Raymond J. Mooney

Proceedings of the 2016 Text Analysis Conference, 2016

Combining Supervised and Unsupervised Enembles for Knowledge Base Population.

Nazneen Fatema Rajani, Raymond J. Mooney

Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, 2016

2015

Stacked Ensembles of Information Extractors for Knowledge-Base Population by Combining Supervised and Unsupervised Approaches.

Nazneen Fatema Rajani, Raymond J. Mooney

Proceedings of the 2015 Text Analysis Conference, 2015

Stacked Ensembles of Information Extractors for Knowledge-Base Population.

Vidhoon Viswanathan, Nazneen Fatema Rajani, Yinon Bentor, Raymond J. Mooney

Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing of the Asian Federation of Natural Language Processing, 2015

2014

Extracting topics based on authors, recipients and content in microblogs.

Nazneen Fatema Rajani, Kate McArdle, Jason Baldridge

Proceedings of the 37th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2014