Nazneen Rajani

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 27

Top Topics

Text Summarization

Workshop Proceedings

Scientific Literature

Top Venues

EMNLP (Findings)

Publications

Weixin Liang, Nazneen Rajani, Xinyu Yang, Ezinwanne Ozoani, Eric Wu, Yiqun Chen, Daniel Scott Smith, James Zou
What's documented in AI? Systematic Analysis of 32K AI Model Cards. CoRR (2024)
Prafulla Kumar Choubey, Alexander R. Fabbri, Jesse Vig, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization. ACL (Findings) (2023)
Krishnaram Kenthapadi, Himabindu Lakkaraju, Nazneen Rajani
Generative AI meets Responsible AI: Practical Challenges and Opportunities. KDD (2023)
Sarah Shoker, Andrew 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
Confidence-Building Measures for Artificial Intelligence: Workshop Proceedings. CoRR (2023)
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
Zephyr: Direct Distillation of LM Alignment. CoRR (2023)
Hiroaki Hayashi, Wojciech Kryscinski, Bryan McCann, Nazneen Rajani, Caiming Xiong
What's New? Summarizing Contributions in Scientific Literature. EACL (2023)
Swarnadeep Saha, Peter Hase, Nazneen Rajani, Mohit Bansal
Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations. EMNLP (2022)
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
Conformal Predictor for Improving Zero-shot Text Classification Efficiency. CoRR (2022)
Anamaria Crisan, Margaret Drouhard, Jesse Vig, Nazneen Rajani
Interactive Model Cards: A Human-Centered Approach to Model Documentation. CoRR (2022)
Junxian He, Wojciech Kryscinski, Bryan McCann, Nazneen Rajani, Caiming Xiong
CTRLsum: Towards Generic Controllable Text Summarization. EMNLP (2022)
Margaret Mitchell, Alexandra Sasha Luccioni, Nathan Lambert, Marissa Gerchick, Angelina McMillan-Major, Ezinwanne Ozoani, Nazneen Rajani, Tristan Thrush, Yacine Jernite, Douwe Kiela
Measuring Data. CoRR (2022)
Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts. ICLR (2022)
Swarnadeep Saha, Peter Hase, Nazneen Rajani, Mohit Bansal
Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations. CoRR (2022)
Prafulla Kumar Choubey, Yu Bai, Chien-Sheng Wu, Wenhao Liu, Nazneen Rajani
Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. EMNLP (2022)
Nazneen Rajani, Weixin Liang, Lingjiao Chen, Meg Mitchell, James Zou
SEAL : Interactive Tool for Systematic Error Analysis and Labeling. CoRR (2022)
Nazneen Rajani, Weixin Liang, Lingjiao Chen, Margaret Mitchell, James Zou
SEAL: Interactive Tool for Systematic Error Analysis and Labeling. EMNLP (Demos) (2022)
Anamaria Crisan, Margaret Drouhard, Jesse Vig, Nazneen Rajani
Interactive Model Cards: A Human-Centered Approach to Model Documentation. FAccT (2022)
Leandro von Werra, Lewis Tunstall, Abhishek Thakur, Sasha Luccioni, Tristan Thrush, Aleksandra Piktus, Felix Marty, Nazneen Rajani, Victor Mustar, Helen Ngo
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements. EMNLP (Demos) (2022)
Wojciech Kryscinski, Nazneen Rajani, Divyansh Agarwal, Caiming Xiong, Dragomir Radev
BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization. EMNLP (Findings) (2022)
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
Evaluate & Evaluation on the Hub: Better Best Practices for Data and Model Measurements. CoRR (2022)
Jun Yuan, Jesse Vig, Nazneen Rajani
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models. CoRR (2022)
Jun Yuan, Jesse Vig, Nazneen Rajani
iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models. IUI (2022)
Tanya Goyal, Nazneen Rajani, Wenhao Liu, Wojciech Kryscinski
HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models. EMNLP (2022)
Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Rajani
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization. ACL (demo) (2021)
Han Guo, Nazneen Rajani, Peter Hase, Mohit Bansal, Caiming Xiong
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging. EMNLP (1) (2021)
Benjamin Newman, Prafulla Kumar Choubey, Nazneen Rajani
P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts. CoRR (2021)
Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Rajani, Nitish Shirish Keskar, Thamar Solorio
Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality. EMNLP (Findings) (2021)