| 2026 | ACL | LinkNav: Surfacing Interconnected Information in Scientific Articles. | Sebastian Antony Joseph, Jennifer Healey, Junyi Jessy Li, Ani Nenkova |
| 2025 | EMNLP | SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps. | Neha Srikanth, Victor S. Bursztyn, Puneet Mathur, Ani Nenkova |
| 2024 | EACL | Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning. | Kaige Xie, Tong Yu, Haoliang Wang, Junda Wu, Handong Zhao, Ruiyi Zhang, Kanak Mahadik, Ani Nenkova, Mark O. Riedl |
| 2024 | EMNLP | PDFTriage: Question Answering over Long, Structured Documents. | Jon Saad-Falcon, Joe Barrow, Alexa F. Siu, Ani Nenkova, Seunghyun Yoon, Ryan A. Rossi, Franck Dernoncourt |
| 2024 | ICLR | SOHES: Self-supervised Open-world Hierarchical Entity Segmentation. | Shengcao Cao, Jiuxiang Gu, Jason Kuen, Hao Tan, Ruiyi Zhang, Handong Zhao, Ani Nenkova, Liangyan Gui, Tong Sun, Yu-Xiong Wang |
| 2024 | ICLR | ADOPD: A Large-Scale Document Page Decomposition Dataset. | Jiuxiang Gu, Xiangxi Shi, Jason Kuen, Lu Qi, Ruiyi Zhang, Anqi Liu, Ani Nenkova, Tong Sun |
| 2024 | NAACL | Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances. | Zhendong Chu, Ruiyi Zhang, Tong Yu, Rajiv Jain, Vlad I. Morariu, Jiuxiang Gu, Ani Nenkova |
| 2024 | NAACL | ATLAS: A System for PDF-centric Human Interaction Data Collection. | Alexa F. Siu, Zichao Wang, Joshua Hoeflich, Naman Kapasi, Ani Nenkova, Tong Sun |
| 2023 | ACL | Factual or Contextual? Disentangling Error Types in Entity Description Generation. | Navita Goyal, Ani Nenkova, Hal Daum III |
| 2023 | EACL | Named Entity Recognition in a Very Homogenous Domain. | Oshin Agarwal, Ani Nenkova |
| 2023 | EMNLP | A Critical Analysis of Document Out-of-Distribution Detection. | Jiuxiang Gu, Yifei Ming, Yi Zhou, Jason Kuen, Vlad I. Morariu, Handong Zhao, Ruiyi Zhang, Nikolaos Barmpalios, Anqi Liu, Yixuan Li, Tong Sun, Ani Nenkova |
| 2023 | EMNLP | Learning the Visualness of Text Using Large Vision-Language Models. | Gaurav Verma, Ryan A. Rossi, Christopher Tensmeyer, Jiuxiang Gu, Ani Nenkova |
| 2023 | INLG | Summaries as Captions: Generating Figure Captions for Scientific Documents with Automated Text Summarization. | Chieh-Yang Huang, Ting-Yao Hsu, Ryan A. Rossi, Ani Nenkova, Sungchul Kim, Gromit Yeuk-Yin Chan, Eunyee Koh, C. Lee Giles, Ting-Hao 'Kenneth' Huang |
| 2023 | WWW | Web Table Formatting Affects Readability on Mobile Devices. | Christopher Tensmeyer, Zoya Bylinskii, Tianyuan Cai, Dave Miller, Ani Nenkova, Aleena Gertrudes Niklaus, Shaun Wallace |
| 2023 | WACV | LayerDoc: Layer-wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents. | Puneet Mathur, Rajiv Jain, Ashutosh Mehra, Jiuxiang Gu, Franck Dernoncourt, Anandhavelu Natarajan, Quan Hung Tran, Verena Kaynig-Fittkau, Ani Nenkova, Dinesh Manocha, Vlad I. Morariu |
| 2022 | ACL | Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns. | Zihan Wang, Jiuxiang Gu, Jason Kuen, Handong Zhao, Vlad I. Morariu, Ruiyi Zhang, Ani Nenkova, Tong Sun, Jingbo Shang |
| 2022 | EMNLP | MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding. | Zilong Wang, Jiuxiang Gu, Chris Tensmeyer, Nikolaos Barmpalios, Ani Nenkova, Tong Sun, Jingbo Shang, Vlad I. Morariu |
| 2022 | EMNLP | Influence Functions for Sequence Tagging Models. | Sarthak Jain, Varun Manjunatha, Byron C. Wallace, Ani Nenkova |
| 2022 | EMNLP | Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling. | Junda Wu, Rui Wang, Tong Yu, Ruiyi Zhang, Handong Zhao, Shuai Li, Ricardo Henao, Ani Nenkova |
| 2022 | IJCNLP | Self-Repetition in Abstractive Neural Summarizers. | Nikita Salkar, Thomas A. Trikalinos, Byron C. Wallace, Ani Nenkova |
| 2022 | Interspeech | DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis. | Puneet Mathur, Franck Dernoncourt, Quan Hung Tran, Jiuxiang Gu, Ani Nenkova, Vlad I. Morariu, Rajiv Jain, Dinesh Manocha |
| 2022 | KDD | DI-2022: The Third Document Intelligence Workshop. | Ani Nenkova, Douglas Burdick, Benjamin Han, Dave Lewis, Sandeep Tata, Dan Tecuci |
| 2022 | NAACL | DocTime: A Document-level Temporal Dependency Graph Parser. | Puneet Mathur, Vlad I. Morariu, Verena Kaynig-Fittkau, Jiuxiang Gu, Franck Dernoncourt, Quan Hung Tran, Ani Nenkova, Dinesh Manocha, Rajiv Jain |
| 2021 | ACL | The Utility and Interplay of Gazetteers and Entity Segmentation for Named Entity Recognition in English. | Oshin Agarwal, Ani Nenkova |
| 2021 | CHASE | FRED: Fall Risk Evaluation Database Based on Electronic Health Record Data. | Pengyuan Lu, Xian Li, Sooyong Jang, Alexander Lee, Sydney Pugh, Amanda Watson, Ragnhildur I. Bjarnadottir, Robert Lucero, George Demiris, Ani Nenkova, James Weimer, Insup Lee |
| 2021 | EACL | From Toxicity in Online Comments to Incivility in American News: Proceed with Caution. | Anushree Hede, Oshin Agarwal, Linda Lu, Diana C. Mutz, Ani Nenkova |
| 2020 | ACL | Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time. | Benjamin E. Nye, Ani Nenkova, Iain James Marshall, Byron C. Wallace |
| 2019 | EMNLP | The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization. | Simeng Sun, Ani Nenkova |
| 2019 | NAACL | Emotion Impacts Speech Recognition Performance. | Rushab Munot, Ani Nenkova |
| 2019 | NAACL | Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction. | Yinfei Yang, Oshin Agarwal, Chris Tar, Byron C. Wallace, Ani Nenkova |
| 2018 | ACL | A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature. | Benjamin E. Nye, Junyi Jessy Li, Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace |
| 2018 | EMNLP | Evaluating Multiple System Summary Lengths: A Case Study. | Ori Shapira, David Gabay, Hadar Ronen, Judit Bar-Ilan, Yael Amsterdamer, Ani Nenkova, Ido Dagan |
| 2018 | NAACL | Syntactic Patterns Improve Information Extraction for Medical Search. | Roma Patel, Yinfei Yang, Iain James Marshall, Ani Nenkova, Byron C. Wallace |
| 2017 | ACL | Aggregating and Predicting Sequence Labels from Crowd Annotations. | An Thanh Nguyen, Byron C. Wallace, Junyi Jessy Li, Ani Nenkova, Matthew Lease |
| 2017 | EACL | Detecting (Un)Important Content for Single-Document News Summarization. | Yinfei Yang, Forrest Sheng Bao, Ani Nenkova |
| 2016 | LREC | Improving the Annotation of Sentence Specificity. | Junyi Jessy Li, Bridget O'Daniel, Yi Wu, Wenli Zhao, Ani Nenkova |
| 2016 | NAACL | The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection. | Junyi Jessy Li, Ani Nenkova |
| 2015 | AAAI | Fast and Accurate Prediction of Sentence Specificity. | Junyi Jessy Li, Ani Nenkova |
| 2015 | EMNLP | System Combination for Multi-document Summarization. | Kai Hong, Mitchell Marcus, Ani Nenkova |
| 2015 | EMNLP | Detecting Content-Heavy Sentences: A Cross-Language Case Study. | Junyi Jessy Li, Ani Nenkova |
| 2015 | NAACL | Identification and Characterization of Newsworthy Verbs in World News. | Benjamin E. Nye, Ani Nenkova |
| 2015 | NAACL | Inducing Lexical Style Properties for Paraphrase and Genre Differentiation. | Ellie Pavlick, Ani Nenkova |
| 2014 | AAAI | Detecting Information-Dense Texts in Multiple News Domains. | Yinfei Yang, Ani Nenkova |
| 2014 | ACL | Assessing the Discourse Factors that Influence the Quality of Machine Translation. | Junyi Jessy Li, Marine Carpuat, Ani Nenkova |
| 2014 | COLING | Cross-lingual Discourse Relation Analysis: A corpus study and a semi-supervised classification system. | Junyi Jessy Li, Marine Carpuat, Ani Nenkova |
| 2014 | EACL | Improving the Estimation of Word Importance for News Multi-Document Summarization. | Kai Hong, Ani Nenkova |
| 2014 | EACL | Verbose, Laconic or Just Right: A Simple Computational Model of Content Appropriateness under Length Constraints. | Annie Louis, Ani Nenkova |
| 2014 | LREC | A Repository of State of the Art and Competitive Baseline Summaries for Generic News Summarization. | Kai Hong, John M. Conroy, Benot Favre, Alex Kulesza, Hui Lin, Ani Nenkova |
| 2014 | SIGdial | Addressing Class Imbalance for Improved Recognition of Implicit Discourse Relations. | Junyi Jessy Li, Ani Nenkova |
| 2014 | SIGdial | Reducing Sparsity Improves the Recognition of Implicit Discourse Relations. | Junyi Jessy Li, Ani Nenkova |
| 2013 | ACII | Action Unit Models of Facial Expression of Emotion in the Presence of Speech. | Miraj Shah, David G. Cooper, Houwei Cao, Ruben C. Gur, Ani Nenkova, Ragini Verma |
| 2013 | ACL | A Decade of Automatic Content Evaluation of News Summaries: Reassessing the State of the Art. | Peter A. Rankel, John M. Conroy, Hoa Trang Dang, Ani Nenkova |
| 2013 | Interspeech | Automatic human utility evaluation of ASR systems: does WER really predict performance? | Benot Favre, Kyla Cheung, Siavash Kazemian, Adam Lee, Yang Liu, Cosmin Munteanu, Ani Nenkova, Dennis Ochei, Gerald Penn, Stephen Tratz, Clare R. Voss, Frauke Zeller |
| 2012 | EMNLP | Lexical Differences in Autobiographical Narratives from Schizophrenic Patients and Healthy Controls. | Kai Hong, Christian G. Kohler, Mary E. March, Amber A. Parker, Ani Nenkova |
| 2012 | EMNLP | A Coherence Model Based on Syntactic Patterns. | Annie Louis, Ani Nenkova |
| 2012 | ICMI | Combining video, audio and lexical indicators of affect in spontaneous conversation via particle filtering. | Arman Savran, Houwei Cao, Miraj Shah, Ani Nenkova, Ragini Verma |
| 2012 | Interspeech | Combining Ranking and Classification to Improve Emotion Recognition in Spontaneous Speech. | Houwei Cao, Ragini Verma, Ani Nenkova |
| 2012 | LREC | A corpus of general and specific sentences from news. | Annie Louis, Ani Nenkova |
| 2012 | NAACL | Acoustic-Prosodic Entrainment and Social Behavior. | Rivka Levitan, Agustn Gravano, Laura Willson, Stefan Benus, Julia Hirschberg, Ani Nenkova |
| 2012 | NAACL | An Assessment of the Accuracy of Automatic Evaluation in Summarization. | Karolina Owczarzak, John M. Conroy, Hoa Trang Dang, Ani Nenkova |
| 2011 | ACL | Text Specificity and Impact on Quality of News Summaries. | Annie Louis, Ani Nenkova |
| 2011 | ACL | Automatic Summarization. | Ani Nenkova, Sameer Maskey, Yang Liu |
| 2011 | IJCNLP | Automatic identification of general and specific sentences by leveraging discourse annotations. | Annie Louis, Ani Nenkova |
| 2011 | Interspeech | Acoustic and Prosodic Correlates of Social Behavior. | Agustn Gravano, Rivka Levitan, Laura Willson, Stefan Benus, Julia Hirschberg, Ani Nenkova |
| 2010 | ACL | Automatic Evaluation of Linguistic Quality in Multi-Document Summarization. | Emily Pitler, Annie Louis, Ani Nenkova |
| 2010 | EACL | Structural Features for Predicting the Linguistic Quality of Text - Applications to Machine Translation, Automatic Summarization and Human-Authored Text. | Ani Nenkova, Jieun Chae, Annie Louis, Emily Pitler |
| 2010 | NAACL | Creating Local Coherence: An Empirical Assessment. | Annie Louis, Ani Nenkova |
| 2010 | SIGdial | Discourse indicators for content selection in summarization. | Annie Louis, Aravind K. Joshi, Ani Nenkova |
| 2010 | SIGdial | Using entity features to classify implicit discourse relations. | Annie Louis, Aravind K. Joshi, Rashmi Prasad, Ani Nenkova |
| 2009 | ACL | Automatic sense prediction for implicit discourse relations in text. | Emily Pitler, Annie Louis, Ani Nenkova |
| 2009 | ACL | Using Syntax to Disambiguate Explicit Discourse Connectives in Text. | Emily Pitler, Ani Nenkova |
| 2009 | EACL | Predicting the Fluency of Text with Shallow Structural Features: Case Studies of Machine Translation and Human-Written Text. | Jieun Chae, Ani Nenkova |
| 2009 | EACL | Performance Confidence Estimation for Automatic Summarization. | Annie Louis, Ani Nenkova |
| 2009 | EMNLP | Automatically Evaluating Content Selection in Summarization without Human Models. | Annie Louis, Ani Nenkova |
| 2009 | Interspeech | Improving emotion recognition using class-level spectral features. | Dmitri Bitouk, Ani Nenkova, Ragini Verma |
| 2008 | ACL | High Frequency Word Entrainment in Spoken Dialogue. | Ani Nenkova, Agustn Gravano, Julia Hirschberg |
| 2008 | ACL | Can You Summarize This? Identifying Correlates of Input Difficulty for Multi-Document Summarization. | Ani Nenkova, Annie Louis |
| 2008 | COLING | Easily Identifiable Discourse Relations. | Emily Pitler, Mridhula Raghupathy, Hena Mehta, Ani Nenkova, Alan Lee, Aravind K. Joshi |
| 2008 | EMNLP | Revisiting Readability: A Unified Framework for Predicting Text Quality. | Emily Pitler, Ani Nenkova |
| 2008 | IJCNLP | Entity-driven Rewrite for Multi-document Summarization. | Ani Nenkova |
| 2007 | ACL | Measuring Importance and Query Relevance in Topic-focused Multi-document Summarization. | Surabhi Gupta, Ani Nenkova, Daniel Jurafsky |
| 2007 | ASRU | Automatic detection of contrastive elements in spontaneous speech. | Ani Nenkova, Dan Jurafsky |
| 2007 | Interspeech | Modelling prominence and emphasis improves unit-selection synthesis. | Volker Strom, Ani Nenkova, Robert A. J. Clark, Yolanda Vazquez-Alvarez, Jason M. Brenier, Simon King, Dan Jurafsky |
| 2007 | NAACL | To Memorize or to Predict: Prominence labeling in Conversational Speech. | Ani Nenkova, Jason M. Brenier, Anubha Kothari, Sasha Calhoun, Laura Whitton, David Beaver, Daniel Jurafsky |
| 2006 | Interspeech | Summarization evaluation for text and speech: issues and approaches. | Ani Nenkova |
| 2006 | SIGIR | A compositional context sensitive multi-document summarizer: exploring the factors that influence summarization. | Ani Nenkova, Lucy Vanderwende, Kathleen R. McKeown |
| 2005 | AAAI | Automatic Text Summarization of Newswire: Lessons Learned from the Document Understanding Conference. | Ani Nenkova |
| 2005 | AAAI | Discourse Factors in Multi-Document Summarization. | Ani Nenkova |
| 2005 | NAACL | Automatically Learning Cognitive Status for Multi-Document Summarization of Newswire. | Ani Nenkova, Advaith Siddharthan, Kathleen R. McKeown |
| 2005 | SIGIR | Do summaries help? | Kathleen R. McKeown, Rebecca J. Passonneau, David K. Elson, Ani Nenkova, Julia Hirschberg |
| 2004 | COLING | Syntactic Simplification for Improving Content Selection in Multi-Document Summarization. | Advaith Siddharthan, Ani Nenkova, Kathleen R. McKeown |
| 2004 | NAACL | Evaluating Content Selection in Summarization: The Pyramid Method. | Ani Nenkova, Rebecca J. Passonneau |
| 2003 | NAACL | Columbia's Newsblaster: New Features and Future Directions. | Kathleen R. McKeown, Regina Barzilay, John Chen, David K. Elson, David Kirk Evans, Judith Klavans, Ani Nenkova, Barry Schiffman, Sergey Sigelman |
| 2003 | NAACL | References to Named Entities: a Corpus Study. | Ani Nenkova, Kathleen R. McKeown |
| 2003 | RANLP | Facilitating email thread access by extractive summary generation. | Ani Nenkova, Amit Bagga |
| 2003 | SAC | Email Classification for Contact Centers. | Ani Nenkova, Amit Bagga |
| 2000 | AIMSA | Integration of Resources and Components in a Knowledge-Based Web-Environment for Terminology Learning. | Svetla Boytcheva, Ognian Kalaydjiev, Ani Nenkova, Galia Angelova |
| 1999 | ICCS | User Modelling as an Application of Actors. | Ani Nenkova, Galia Angelova |