Nazneen Fatema Rajani

Publication Activity (10 Years)

Years Active: 2014-2021
Publications (10 Years): 43

Top Topics

Commonsense Reasoning

Textual Entailment

Text Summarization

Natural Language Processing

Top Venues

Publications

Qingyun Wang, Semih Yavuz, Victoria Lin, Heng Ji, Nazneen Fatema Rajani
Stage-wise Fine-tuning for Graph-to-Text Generation. CoRR (2021)
Jesse Vig, Wojciech Kryscinski, Karan Goel, Nazneen Fatema Rajani
SummVis: Interactive Visual Analysis of Models, Data, and Evaluation for Text Summarization. CoRR (2021)
Karan Goel, Laurel J. Orr, Nazneen Fatema Rajani, Jesse Vig, Christopher Ré
Goodwill Hunting: Analyzing and Repurposing Off-the-Shelf Named Entity Linking Systems. NAACL-HLT (Industry Papers) (2021)
Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Zachary Taschdjian, Mohit Bansal, Christopher Ré
Robustness Gym: Unifying the NLP Evaluation Landscape. NAACL-HLT (Demonstrations) (2021)
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
DART: Open-Domain Structured Data Record to Text Generation. NAACL-HLT (2021)
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani
GeDi: Generative Discriminator Guided Sequence Generation. EMNLP (Findings) (2021)
Wojciech Kryscinski, Nazneen Fatema Rajani, Divyansh Agarwal, Caiming Xiong, Dragomir R. Radev
BookSum: A Collection of Datasets for Long-form Narrative Summarization. CoRR (2021)
Qingyun Wang, Semih Yavuz, Xi Victoria Lin, Heng Ji, Nazneen Fatema Rajani
Stage-wise Fine-tuning for Graph-to-Text Generation. ACL (student) (2021)
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. ICLR (2021)
Tanya Goyal, Nazneen Fatema Rajani, Wenhao Liu, Wojciech Kryscinski
HydraSum - Disentangling Stylistic Features in Text Summarization using Multi-Decoder Models. CoRR (2021)
Jesse Vig, Ali Madani, Lav R. Varshney, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani
BERTology Meets Biology: Interpreting Attention in Protein Language Models. ICLR (2021)
Prafulla Kumar Choubey, Jesse Vig, Wenhao Liu, Nazneen Fatema Rajani
MoFE: Mixture of Factual Experts for Controlling Hallucinations in Abstractive Summarization. CoRR (2021)
Karan Goel, Nazneen Fatema Rajani, Jesse Vig, Samson Tan, Jason Wu, Stephan Zheng, Caiming Xiong, Mohit Bansal, Christopher Ré
Robustness Gym: Unifying the NLP Evaluation Landscape. CoRR (2021)
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
ERASER: A Benchmark to Evaluate Rationalized NLP Models. ACL (2020)
Han Guo, Nazneen Fatema Rajani, Peter Hase, Mohit Bansal, Caiming Xiong
FastIF: Scalable Influence Functions for Efficient Model Interpretation and Debugging. CoRR (2020)
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start. CoRR (2020)
Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation. ACL (2020)
Jesse Vig, Ali Madani, Lav R. Varshney, Caiming Xiong, Richard Socher, Nazneen Fatema Rajani
BERTology Meets Biology: Interpreting Attention in Protein Language Models. CoRR (2020)
Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis. CoRR (2020)
Pascal Sturmfels, Jesse Vig, Ali Madani, Nazneen Fatema Rajani
Profile Prediction: An Alignment-Based Pre-Training Task for Protein Sequence Models. CoRR (2020)
Nazneen Fatema Rajani, Ben Krause, Wengpeng Yin, Tong Niu, Richard Socher, Caiming Xiong
Explaining and Improving Model Behavior with k Nearest Neighbor Representations. CoRR (2020)
Junxian He, Wojciech Kryscinski, Bryan McCann, Nazneen Fatema Rajani, Caiming Xiong
CTRLsum: Towards Generic Controllable Text Summarization. CoRR (2020)
Wenpeng Yin, Nazneen Fatema Rajani, Dragomir R. Radev, Richard Socher, Caiming Xiong
Universal Natural Language Processing with Limited Annotations: Try Few-shot Textual Entailment as a Start. EMNLP (1) (2020)
Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir R. Radev
ESPRIT: Explaining Solutions to Physical Reasoning Tasks. CoRR (2020)
Hiroaki Hayashi, Wojciech Kryscinski, Bryan McCann, Nazneen Fatema Rajani, Caiming Xiong
What's New? Summarizing Contributions in Scientific Literature. CoRR (2020)
Gustavo Aguilar, Bryan McCann, Tong Niu, Nazneen Fatema Rajani, Nitish Shirish Keskar, Thamar Solorio
Char2Subword: Extending the Subword Embedding Space from Pre-trained Models Using Robust Character Compositionality. CoRR (2020)
Lav R. Varshney, Nazneen Fatema Rajani, Richard Socher
Explaining Creative Artifacts. CoRR (2020)
Qingyun Wang, Qi Zeng, Lifu Huang, Kevin Knight, Heng Ji, Nazneen Fatema Rajani
ReviewRobot: Explainable Paper Review Generation based on Knowledge Synthesis. INLG (2020)
Nazneen Fatema Rajani, Rui Zhang, Yi Chern Tan, Stephan Zheng, Jeremy Weiss, Aadit Vyas, Abhijit Gupta, Caiming Xiong, Richard Socher, Dragomir R. Radev
ESPRIT: Explaining Solutions to Physical Reasoning Tasks. ACL (2020)
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
DART: Open-Domain Structured Data Record to Text Generation. CoRR (2020)
Tianlu Wang, Xi Victoria Lin, Nazneen Fatema Rajani, Bryan McCann, Vicente Ordonez, Caiming Xiong
Double-Hard Debias: Tailoring Word Embeddings for Gender Bias Mitigation. CoRR (2020)
Ben Krause, Akhilesh Deepak Gotmare, Bryan McCann, Nitish Shirish Keskar, Shafiq R. Joty, Richard Socher, Nazneen Fatema Rajani
GeDi: Generative Discriminator Guided Sequence Generation. CoRR (2020)
Shiyang Li, Semih Yavuz, Kazuma Hashimoto, Jia Li, Tong Niu, Nazneen Fatema Rajani, Xifeng Yan, Yingbo Zhou, Caiming Xiong
CoCo: Controllable Counterfactuals for Evaluating Dialogue State Trackers. CoRR (2020)
Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, Richard Socher
Explain Yourself! Leveraging Language Models for Commonsense Reasoning. ACL (1) (2019)
Jay DeYoung, Sarthak Jain, Nazneen Fatema Rajani, Eric Lehman, Caiming Xiong, Richard Socher, Byron C. Wallace
ERASER: A Benchmark to Evaluate Rationalized NLP Models. CoRR (2019)
Nazneen Fatema Rajani, Bryan McCann, Caiming Xiong, Richard Socher
Explain Yourself! Leveraging Language Models for Commonsense Reasoning. CoRR (2019)
Nazneen Fatema Rajani, Raymond J. Mooney
Stacking with Auxiliary Features for Visual Question Answering. NAACL-HLT (2018)
Nazneen Fatema Rajani, Mihaela A. Bornea, Ken Barker
Stacking With Auxiliary Features for Entity Linking in the Medical Domain. BioNLP (2017)
Nazneen Fatema Rajani, Raymond J. Mooney
Stacking With Auxiliary Features. IJCAI (2017)
Nazneen Fatema Rajani, Raymond J. Mooney
Stacking With Auxiliary Features for Combining Supervised and Unsupervised Ensembles. TAC (2016)
Nazneen Fatema Rajani, Raymond J. Mooney
Supervised and Unsupervised Ensembling for Knowledge Base Population. CoRR (2016)
Nazneen Fatema Rajani, Raymond J. Mooney
Stacking With Auxiliary Features. CoRR (2016)
Nazneen Fatema Rajani, Raymond J. Mooney
Combining Supervised and Unsupervised Enembles for Knowledge Base Population. EMNLP (2016)
Nazneen Fatema Rajani, Raymond J. Mooney
Stacked Ensembles of Information Extractors for Knowledge-Base Population by Combining Supervised and Unsupervised Approaches. TAC (2015)
Vidhoon Viswanathan, Nazneen Fatema Rajani, Yinon Bentor, Raymond J. Mooney
Stacked Ensembles of Information Extractors for Knowledge-Base Population. ACL (1) (2015)
Nazneen Fatema Rajani, Kate McArdle, Jason Baldridge
Extracting topics based on authors, recipients and content in microblogs. SIGIR (2014)