Extracting topics based on authors, recipients and content in microblogs. - Nazneen Fatema Rajani; Kate McArdle; Jason Baldridge (SIGIR, 2014)

Stacked Ensembles of Information Extractors for Knowledge-Base Population. - Vidhoon Viswanathan; Nazneen Fatema Rajani; Yinon Bentor; Raymond J. Mooney (ACL (1), 2015)

Stacked Ensembles of Information Extractors for Knowledge-Base Population by Combining Supervised and Unsupervised Approaches. - Nazneen Fatema Rajani; Raymond J. Mooney (TAC, 2015)

Combining Supervised and Unsupervised Enembles for Knowledge Base Population. - Nazneen Fatema Rajani; Raymond J. Mooney (EMNLP, 2016)

Stacking With Auxiliary Features for Combining Supervised and Unsupervised Ensembles. - Nazneen Fatema Rajani; Raymond J. Mooney (TAC, 2016)

Supervised and Unsupervised Ensembling for Knowledge Base Population. - Nazneen Fatema Rajani; Raymond J. Mooney (CoRR, 2016)

Stacking With Auxiliary Features for Entity Linking in the Medical Domain. - Nazneen Fatema Rajani; Mihaela A. Bornea; Ken Barker 002 (BioNLP, 2017)

Stacking With Auxiliary Features. - Nazneen Fatema Rajani; Raymond J. Mooney (IJCAI, 2017)

Stacking with Auxiliary Features for Visual Question Answering. - Nazneen Fatema Rajani; Raymond J. Mooney (NAACL-HLT, 2018)

Explain Yourself! Leveraging Language Models for Commonsense Reasoning. - Nazneen Fatema Rajani; Bryan McCann; Caiming Xiong; Richard Socher (ACL (1), 2019)

ERASER: A Benchmark to Evaluate Rationalized NLP Models. - Jay DeYoung; Sarthak Jain; Nazneen Fatema Rajani; Eric Lehman; Caiming Xiong; Richard Socher; Byron C. Wallace (ACL, 2020)

ESPRIT: Explaining Solutions to Physical Reasoning Tasks. - Nazneen Fatema Rajani; Rui Zhang 037; Yi Chern Tan; Stephan Zheng; Jeremy Weiss; Aadit Vyas; Abhijit Gupta; Caiming Xiong; Richard Socher; Dragomir R. Radev (ACL, 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 (ACL, 2020)

Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start. - Wenpeng Yin 001; Nazneen Fatema Rajani; Dragomir R. Radev; Richard Socher; Caiming Xiong (EMNLP (1), 2020)

ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis. - Qingyun Wang 005; Qi Zeng 001; Lifu Huang; Kevin Knight; Heng Ji 001; Nazneen Fatema Rajani (INLG, 2020)

DART: Open-Domain Structured Data Record to Text Generation. - Dragomir R. Radev; Rui Zhang 037; Amrit Rau; Abhinand Sivaprasad; Chiachun Hsieh; Nazneen Fatema Rajani; Xiangru Tang; Aadit Vyas; Neha Verma 001; Pranav Krishna; Yangxiaokang Liu; Nadia Irwanto; et al. (CoRR, 2020)

Explaining Creative Artifacts. - Lav R. Varshney; Nazneen Fatema Rajani; Richard Socher (CoRR, 2020)

Explaining and Improving Model Behavior with k Nearest Neighbor Representations. - Nazneen Fatema Rajani; Ben Krause; Wenpeng Yin 001; Tong Niu; Richard Socher; Caiming Xiong (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)

Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models. - Pascal Sturmfels; Jesse Vig; Ali Madani; Nazneen Fatema Rajani (CoRR, 2020)

SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization. - Jesse Vig; Wojciech Kryscinski; Karan Goel; Nazneen Rajani (ACL (demo), 2021)

Stage-wise Fine-tuning for Graph-to-Text Generation. - Qingyun Wang 005; Semih Yavuz; Xi Victoria Lin; Heng Ji 001; Nazneen Fatema Rajani (ACL (student), 2021)

Char2Subword: Extending the Subword Embedding Space Using Robust Character Compositionality. - Gustavo Aguilar; Bryan McCann; Tong Niu; Nazneen Rajani; Nitish Shirish Keskar; Thamar Solorio (EMNLP (Findings), 2021)

FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging. - Han Guo; Nazneen Rajani; Peter Hase; Mohit Bansal; Caiming Xiong (EMNLP (1), 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 (EMNLP (Findings), 2021)

CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. - Shiyang Li; Semih Yavuz; Kazuma Hashimoto; Jia Li 015; Tong Niu; Nazneen Fatema Rajani; Xifeng Yan; Yingbo Zhou; Caiming Xiong (ICLR, 2021)

BERTology Meets Biology: Interpreting Attention in Protein Language Models. - Jesse Vig; Ali Madani; Lav R. Varshney; Caiming Xiong; Richard Socher; Nazneen Fatema Rajani (ICLR, 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 (NAACL-HLT (Industry Papers), 2021)

Robustness Gym: Unifying the NLP Evaluation Landscape. - Karan Goel; Nazneen Fatema Rajani; Jesse Vig; Zachary Taschdjian; Mohit Bansal; Christopher Ré (NAACL-HLT (Demonstrations), 2021)

DART: Open-Domain Structured Data Record to Text Generation. - Linyong Nan; Dragomir R. Radev; Rui Zhang 037; Amrit Rau; Abhinand Sivaprasad; Chiachun Hsieh; Xiangru Tang; Aadit Vyas; Neha Verma 001; Pranav Krishna; Yangxiaokang Liu; Nadia Irwanto; et al. (NAACL-HLT, 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)

HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models. - Tanya Goyal; Nazneen Fatema Rajani; Wenhao Liu 003; Wojciech Kryscinski (CoRR, 2021)

MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization. - Prafulla Kumar Choubey; Jesse Vig; Wenhao Liu 003; Nazneen Fatema Rajani (CoRR, 2021)

Conformal Predictor for Improving Zero-Shot Text Classification Efficiency. - Prafulla Kumar Choubey; Yu Bai 017; Chien-Sheng Wu; Wenhao Liu 003; Nazneen Rajani (EMNLP, 2022)

HydraSum: Disentangling Style Features in Text Summarization with Multi-Decoder Models. - Tanya Goyal; Nazneen Rajani; Wenhao Liu 003; Wojciech Kryscinski (EMNLP, 2022)

CTRLsum: Towards Generic Controllable Text Summarization. - Junxian He; Wojciech Kryscinski; Bryan McCann; Nazneen Rajani; Caiming Xiong (EMNLP, 2022)

BOOKSUM: A Collection of Datasets for Long-form Narrative Summarization. - Wojciech Kryscinski; Nazneen Rajani; Divyansh Agarwal; Caiming Xiong; Dragomir Radev (EMNLP (Findings), 2022)

SEAL: Interactive Tool for Systematic Error Analysis and Labeling. - Nazneen Rajani; Weixin Liang; Lingjiao Chen; Margaret Mitchell; James Zou 001 (EMNLP (Demos), 2022)

Are Hard Examples also Harder to Explain? A Study with Human and Model-Generated Explanations. - Swarnadeep Saha; Peter Hase; Nazneen Rajani; Mohit Bansal (EMNLP, 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 (EMNLP (Demos), 2022)

Interactive Model Cards: A Human-Centered Approach to Model Documentation. - Anamaria Crisan; Margaret Drouhard; Jesse Vig; Nazneen Rajani (FAccT, 2022)

P-Adapters: Robustly Extracting Factual Information from Language Models with Diverse Prompts. - Benjamin Newman; Prafulla Kumar Choubey; Nazneen Rajani (ICLR, 2022)

iSEA: An Interactive Pipeline for Semantic Error Analysis of NLP Models. - Jun Yuan; Jesse Vig; Nazneen Rajani (IUI, 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; et al. (CoRR, 2022)

Measuring Data. - Margaret Mitchell; Alexandra Sasha Luccioni; Nathan Lambert 001; Marissa Gerchick; Angelina McMillan-Major; Ezinwanne Ozoani; Nazneen Rajani; Tristan Thrush; Yacine Jernite; Douwe Kiela (CoRR, 2022)

CaPE: Contrastive Parameter Ensembling for Reducing Hallucination in Abstractive Summarization. - Prafulla Kumar Choubey; Alexander R. Fabbri; Jesse Vig; Chien-Sheng Wu; Wenhao Liu 003; Nazneen Rajani (ACL (Findings), 2023)

What's New? Summarizing Contributions in Scientific Literature. - Hiroaki Hayashi; Wojciech Kryscinski; Bryan McCann; Nazneen Rajani; Caiming Xiong (EACL, 2023)

Generative AI meets Responsible AI: Practical Challenges and Opportunities. - Krishnaram Kenthapadi; Himabindu Lakkaraju; Nazneen Rajani (KDD, 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; et al. (CoRR, 2023)

Zephyr: Direct Distillation of LM Alignment. - Lewis Tunstall; Edward Beeching; Nathan Lambert 001; Nazneen Rajani; Kashif Rasul; Younes Belkada; Shengyi Huang; Leandro von Werra; Clémentine Fourrier; Nathan Habib; Nathan Sarrazin; Omar Sanseviero; et al. (CoRR, 2023)

What's documented in AI? Systematic Analysis of 32K AI Model Cards. - Weixin Liang; Nazneen Rajani; Xinyu Yang 002; Ezinwanne Ozoani; Eric Wu; Yiqun Chen 001; Daniel Scott Smith; James Zou 001 (CoRR, 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 001; Nazneen Rajani (CoRR, 2024)

VERITAS: A Unified Approach to Reliability Evaluation. - Rajkumar Ramamurthy; Meghana Arakkal Rajeev; Oliver Molenschot; James Zou 001; Nazneen Rajani (CoRR, 2024)

Systematic analysis of 32,111 AI model cards characterizes documentation practice in AI. - Weixin Liang; Nazneen Rajani; Xinyu Yang 002; Ezinwanne Ozoani; Eric Wu; Yiqun Chen 001; Daniel Scott Smith; James Zou 001 (Nat. Mac. Intell., 2024)

Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models. - Meghana Arakkal Rajeev; Rajkumar Ramamurthy; Prapti Trivedi; Vikas Yadav; Oluwanifemi Bamgbose; Sathwik Tejaswi Madhusudhan; James Zou 001; Nazneen Rajani (CoRR, 2025)