← Authors

Ani Nenkova

84 papers · 2003–2025 · 12 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (12) πŸƒ Academic Marathon (22) 🌈 Renaissance Researcher (9) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (76) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏠 Conference Loyalist (21) 🀝 Dynamic Duo (11) 🧬 Topic Evolution πŸ† Keyword Champion 🌱 Topic Pioneer πŸ—ƒοΈ Keyword Collector (182) πŸ”₯ Unstoppable (19) πŸ“ˆ Trend Setter ❓ The Questioner (5) ⚑ Prolific Year (6) πŸ’Ž Century Club (83)

Conferences

NAACL (21) EMNLP (19) ACL (16) EACL (8) IJCNLP (8) COLING (3) AACL (2) CONLL (2) ICLR (2) INTERSPEECH (1) NIPS (1) WACV (1)

Top co-authors

Annie Louis (11) Jiuxiang Gu (11) Byron Wallace (8) Oshin Agarwal (8) Ruiyi Zhang (7) Tong Sun (7) Emily Pitler (7) Vlad Morariu (6) Alexa Siu (6) Handong Zhao (6)

Keywords

named entity recognition (6) text summarization (6) information extraction (5) multimodal learning (3) summarization evaluation (3) document understanding (3) distributed representation (3) compression algorithm (2) text embedding (2) clinical trial (2) domain adaptation (2) sequence labeling (2) multi-modal learning (2) natural language processing (2) sequence tagging (2) model evaluation (2) text classification (2) question answering (2) hierarchical structure (2) abstractive summarization (2)

Papers

Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis IJCNLP 2025
Standardizing the Measurement of Text Diversity: A Tool and Comparative Analysis AACL 2025
SQLSpace: A Representation Space for Text-to-SQL to Discover and Mitigate Robustness Gaps EMNLP 2025
LLM-as-a-Judge Failures at Automating the Identification of Poor Quality Outputs in Free-Form Texts EMNLP 2025
SOHES: Self-supervised Open-world Hierarchical Entity Segmentation ICLR 2024
PDFTriage: Question Answering over Long, Structured Documents EMNLP 2024
How Much Annotation is Needed to Compare Summarization Models? NAACL 2024
Self-Cleaning: Improving a Named Entity Recognizer Trained on Noisy Data with a Few Clean Instances NAACL 2024
ATLAS: A System for PDF-centric Human Interaction Data Collection NAACL 2024
ADOPD: A Large-Scale Document Page Decomposition Dataset ICLR 2024
Few-Shot Dialogue Summarization via Skeleton-Assisted Prompt Transfer in Prompt Tuning EACL 2024
Named Entity Recognition in a Very Homogenous Domain EACL 2023
Learning the Visualness of Text Using Large Vision-Language Models EMNLP 2023
Factual or Contextual? Disentangling Error Types in Entity Description Generation ACL 2023
LayerDoc: Layer-Wise Extraction of Spatial Hierarchical Structure in Visually-Rich Documents WACV 2023
Multi-domain Summarization from Leaderboards to Practice: Re-examining Automatic and Human Evaluation EMNLP 2023
A Critical Analysis of Document Out-of-Distribution Detection EMNLP 2023
Context-aware Information-theoretic Causal De-biasing for Interactive Sequence Labeling EMNLP 2022
DocTime: A Document-level Temporal Dependency Graph Parser NAACL 2022
Self-Repetition in Abstractive Neural Summarizers AACL 2022
Learning Adaptive Axis Attentions in Fine-tuning: Beyond Fixed Sparse Attention Patterns ACL 2022
DocLayoutTTS: Dataset and Baselines for Layout-informed Document-level Neural Speech Synthesis INTERSPEECH 2022
Self-Repetition in Abstractive Neural Summarizers IJCNLP 2022
MGDoc: Pre-training with Multi-granular Hierarchy for Document Image Understanding EMNLP 2022
Influence Functions for Sequence Tagging Models EMNLP 2022
β€œAm I Answering My Job Interview Questions Right?”: A NLP Approach to Predict Degree of Explanation in Job Interview Responses EMNLP 2022
The Utility and Interplay of Gazetteers and Entity Segmentation for Named Entity Recognition in English IJCNLP 2021
From Toxicity in Online Comments to Incivility in American News: Proceed with Caution EACL 2021
UniDoc: Unified Pretraining Framework for Document Understanding NIPS 2021
The Utility and Interplay of Gazetteers and Entity Segmentation for Named Entity Recognition in English ACL 2021
Trialstreamer: Mapping and Browsing Medical Evidence in Real-Time ACL 2020
How to Compare Summarizers without Target Length? Pitfalls, Solutions and Re-Examination of the Neural Summarization Literature NAACL 2019
Browsing Health: Information Extraction to Support New Interfaces for Accessing Medical Evidence NAACL 2019
Predicting Annotation Difficulty to Improve Task Routing and Model Performance for Biomedical Information Extraction NAACL 2019
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization EMNLP 2019
Emotion Impacts Speech Recognition Performance NAACL 2019
Evaluation of named entity coreference NAACL 2019
The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization IJCNLP 2019
A Corpus with Multi-Level Annotations of Patients, Interventions and Outcomes to Support Language Processing for Medical Literature ACL 2018
Syntactic Patterns Improve Information Extraction for Medical Search NAACL 2018
Evaluating Multiple System Summary Lengths: A Case Study EMNLP 2018
Detecting (Un)Important Content for Single-Document News Summarization EACL 2017
Aggregating and Predicting Sequence Labels from Crowd Annotations ACL 2017
Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies NAACL 2016
The Instantiation Discourse Relation: A Corpus Analysis of Its Properties and Improved Detection NAACL 2016
Detecting Content-Heavy Sentences: A Cross-Language Case Study EMNLP 2015
Inducing Lexical Style Properties for Paraphrase and Genre Differentiation NAACL 2015
System Combination for Multi-document Summarization EMNLP 2015
Identification and Characterization of Newsworthy Verbs in World News NAACL 2015
Cross-lingual Discourse Relation Analysis: A corpus study and a semi-supervised classification system COLING 2014
Assessing the Discourse Factors that Influence the Quality of Machine Translation ACL 2014
Verbose, Laconic or Just Right: A Simple Computational Model of Content Appropriateness under Length Constraints EACL 2014
Improving the Estimation of Word Importance for News Multi-Document Summarization EACL 2014
A Decade of Automatic Content Evaluation of News Summaries: Reassessing the State of the Art ACL 2013
Proceedings of the NAACL HLT 2012 Student Research Workshop NAACL 2012
A Coherence Model Based on Syntactic Patterns CONLL 2012
Acoustic-Prosodic Entrainment and Social Behavior NAACL 2012
A Coherence Model Based on Syntactic Patterns EMNLP 2012
Lexical Differences in Autobiographical Narratives from Schizophrenic Patients and Healthy Controls EMNLP 2012
Lexical Differences in Autobiographical Narratives from Schizophrenic Patients and Healthy Controls CONLL 2012
Automatic identification of general and specific sentences by leveraging discourse annotations IJCNLP 2011
Automatic Summarization ACL 2011
Creating Local Coherence: An Empirical Assessment NAACL 2010
Automatic Evaluation of Linguistic Quality in Multi-Document Summarization ACL 2010
Using Syntax to Disambiguate Explicit Discourse Connectives in Text IJCNLP 2009
Using Syntax to Disambiguate Explicit Discourse Connectives in Text ACL 2009
Automatic sense prediction for implicit discourse relations in text IJCNLP 2009
Performance Confidence Estimation for Automatic Summarization EACL 2009
Predicting the Fluency of Text with Shallow Structural Features: Case Studies of Machine Translation and Human-Written Text EACL 2009
Automatically Evaluating Content Selection in Summarization without Human Models EMNLP 2009
Automatic sense prediction for implicit discourse relations in text ACL 2009
Revisiting Readability: A Unified Framework for Predicting Text Quality EMNLP 2008
Can You Summarize This? Identifying Correlates of Input Difficulty for Multi-Document Summarization ACL 2008
Entity-driven Rewrite for Multi-document Summarization IJCNLP 2008
Tutorial Abstracts of ACL-08: HLT ACL 2008
Easily Identifiable Discourse Relations COLING 2008
High Frequency Word Entrainment in Spoken Dialogue ACL 2008
Measuring Importance and Query Relevance in Topic-focused Multi-document Summarization ACL 2007
To Memorize or to Predict: Prominence labeling in Conversational Speech NAACL 2007
Automatically Learning Cognitive Status for Multi-Document Summarization of Newswire EMNLP 2005
Syntactic Simplification for Improving Content Selection in Multi-Document Summarization COLING 2004
Evaluating Content Selection in Summarization: The Pyramid Method NAACL 2004
Columbia’s Newsblaster: New Features and Future Directions NAACL 2003
References to Named Entities: a Corpus Study NAACL 2003