Kathleen McKeown

126 papers · 2002–2026 · 12 conferences · across top CS/AI conferences

Achievements

🏃 Academic Marathon (23) 🐣 Hot Topic Early Bird 🗺️ Taxonomy Completionist (114) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (9) 🐝 Cross-Pollinator (9) 🌍 Conference Polyglot (12) 🏠 Conference Loyalist (30) 🤝 Dynamic Duo (11) 🔬 Deep Specialist (16) 🧬 Topic Evolution 🏆 Keyword Champion (5) 🗃️ Keyword Collector (354) ⚡ Prolific Year (5) 🔥 Unstoppable (7) 💎 Century Club (125) ❓ The Questioner (5)

Conferences

EMNLP (34) ACL (30) COLING (17) NAACL (15) IJCNLP (11) EACL (9) IJCAI (3) AAAI (2) ICML (2) AACL (1) CONLL (1) ICLR (1)

Top co-authors

Heng Ji (11) Faisal Ladhak (10) Chris Kedzie (10) Emily Allaway (10) Kapil Thadani (8) Melanie Subbiah (8) Zhou Yu (7) Amith Ananthram (7) Or Biran (7) Feng Nan (7)

Keywords

text summarization (11) text generation (11) abstractive summarization (10) text classification (9) large language model (9) natural language generation (6) faithfulness evaluation (5) natural language inference (5) extractive summarization (5) transfer learning (5) neural network (5) knowledge graph (4) benchmark dataset (4) dialogue summarization (4) factual consistency (4) unsupervised learning (4) data augmentation (4) contrastive learning (4) few-shot learning (4) machine translation (4)

Papers

iBERT: Interpretable Embeddings via Sense Decomposition EACL 2026

Enhancing Multimodal Affective Analysis with Learned Live Comment Features AAAI 2025

Evaluating Defeasible Reasoning in LLMs with DEFREASING NAACL 2025

StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025

A General Framework for Inference-time Scaling and Steering of Diffusion Models ICML 2025

See It from My Perspective: How Language Affects Cultural Bias in Image Understanding ICLR 2025

AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization EMNLP 2025

ModelingAgent: Bridging LLMs and Mathematical Modeling for Real-World Challenges EMNLP 2025

Exploring Chain-of-Thought Reasoning for Steerable Pluralistic Alignment EMNLP 2025

Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025

Layered Insights: Generalizable Analysis of Human Authorial Style by Leveraging All Transformer Layers EMNLP 2025

Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding EMNLP 2025

ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media COLING 2025

Summarization of Opinionated Political Documents with Varied Perspectives COLING 2025

Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution COLING 2025

The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025

Reranking-based Generation for Unbiased Perspective Summarization ACL 2025

Data Caricatures: On the Representation of African American Language in Pretraining Corpora ACL 2025

The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination ACL 2025

ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer AAAI 2024

Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024

Getting Serious about Humor: Crafting Humor Datasets with Unfunny Large Language Models ACL 2024

Social Orientation: A New Feature for Dialogue Analysis COLING 2024

STORYSUMM: Evaluating Faithfulness in Story Summarization EMNLP 2024

MASIVE: Open-Ended Affective State Identification in English and Spanish EMNLP 2024

TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings EMNLP 2024

Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations ICML 2024

Fair Abstractive Summarization of Diverse Perspectives NAACL 2024

TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization NAACL 2024

Learning Interpretable Style Embeddings via Prompting LLMs EMNLP 2023

Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions EACL 2023

Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023

On the Relation between Sensitivity and Accuracy in In-Context Learning EMNLP 2023

Evaluation of African American Language Bias in Natural Language Generation EMNLP 2023

PhraseSumm: Abstractive Short Phrase Summarization IJCNLP 2023

Towards Detecting Harmful Agendas in News Articles ACL 2023

Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence ACL 2023

Improving Long Dialogue Summarization with Semantic Graph Representation ACL 2023

Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL 2023

Generating EDU Extracts for Plan-Guided Summary Re-Ranking ACL 2023

Unsupervised Selective Rationalization with Noise Injection ACL 2023

SWING: Balancing Coverage and Faithfulness for Dialogue Summarization EACL 2023

When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization EACL 2023

Faithfulness-Aware Decoding Strategies for Abstractive Summarization EACL 2023

PhraseSumm: Abstractive Short Phrase Summarization AACL 2023

Constrained Regeneration for Cross-Lingual Query-Focused Extractive Summarization COLING 2022

Using Structured Content Plans for Fine-grained Syntactic Control in Pretrained Language Model Generation COLING 2022

CREATIVESUMM: Shared Task on Automatic Summarization for Creative Writing COLING 2022

Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization ACL 2022

SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP 2022

Seeded Hierarchical Clustering for Expert-Crafted Taxonomies EMNLP 2022

Mitigating Covertly Unsafe Text within Natural Language Systems EMNLP 2022

Learning to Revise References for Faithful Summarization EMNLP 2022

Legal and Political Stance Detection of SCOTUS Language EMNLP 2022

What Do Users Care About? Detecting Actionable Insights from User Feedback NAACL 2022

Read Top News First: A Document Reordering Approach for Multi-Document News Summarization ACL 2022

Supporting Clustering with Contrastive Learning NAACL 2021

Emotion-Infused Models for Explainable Psychological Stress Detection NAACL 2021

Event-Centric Natural Language Processing IJCNLP 2021

Cross-language Sentence Selection via Data Augmentation and Rationale Training IJCNLP 2021

Event-Centric Natural Language Processing ACL 2021

Improving Factual Consistency of Abstractive Summarization via Question Answering ACL 2021

Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021

A Bag of Tricks for Dialogue Summarization EMNLP 2021

Semantic Categorization of Social Knowledge for Commonsense Question Answering EMNLP 2021

Improving Factual Consistency of Abstractive Summarization via Question Answering IJCNLP 2021

InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection IJCNLP 2021

Adversarial Learning for Zero-Shot Stance Detection on Social Media NAACL 2021

InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection ACL 2021

Cross-language Sentence Selection via Data Augmentation and Rationale Training ACL 2021

A Unified Feature Representation for Lexical Connotations EACL 2021

Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021

Entity-level Factual Consistency of Abstractive Text Summarization EACL 2021

Segmenting Subtitles for Correcting ASR Segmentation Errors EACL 2021

Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies EMNLP 2020

Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020

Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020

Event-Guided Denoising for Multilingual Relation Learning COLING 2020

Exploring Content Selection in Summarization of Novel Chapters ACL 2020

Incorporating Terminology Constraints in Automatic Post-Editing EMNLP 2020

WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization EMNLP 2020

Towards Augmenting Lexical Resources for Slang and African American English COLING 2020

Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP 2020

Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations EMNLP 2020

Content Selection in Deep Learning Models of Summarization EMNLP 2018

Domain-Adaptable Hybrid Generation of RDF Entity Descriptions IJCNLP 2017

Human-Centric Justification of Machine Learning Predictions IJCAI 2017

Mining Paraphrasal Typed Templates from a Plain Text Corpus ACL 2016

An Entity-Focused Approach to Generating Company Descriptions ACL 2016

Extractive and Abstractive Event Summarization over Streaming Web Text IJCAI 2016

Real-Time Web Scale Event Summarization Using Sequential Decision Making IJCAI 2016

Automatically Processing Tweets from Gang-Involved Youth: Towards Detecting Loss and Aggression COLING 2016

Predicting Salient Updates for Disaster Summarization ACL 2015

System Combination for Machine Translation through Paraphrasing EMNLP 2015

Discourse Planning with an N-gram Model of Relations EMNLP 2015

Modeling Reportable Events as Turning Points in Narrative EMNLP 2015

Predicting Salient Updates for Disaster Summarization IJCNLP 2015

Aggregated Word Pair Features for Implicit Discourse Relation Disambiguation ACL 2013

Sentence Compression with Joint Structural Inference CONLL 2013

Cluster-based Web Summarization IJCNLP 2013

Supervised Sentence Fusion with Single-Stage Inference IJCNLP 2013

Using a Supertagged Dependency Language Model to Select a Good Translation in System Combination NAACL 2013

Classifying Taxonomic Relations between Pairs of Wikipedia Articles IJCNLP 2013

Identifying Event Descriptions using Co-training with Online News Summaries IJCNLP 2011

A Hierarchical Model of Web Summaries ACL 2011

Age Prediction in Blogs: A Study of Style, Content, and Online Behavior in Pre- and Post-Social Media Generations ACL 2011

Optimal and Syntactically-Informed Decoding for Monolingual Phrase-Based Alignment ACL 2011

Time-Efficient Creation of an Accurate Sentence Fusion Corpus NAACL 2010

Extracting Social Networks from Literary Fiction ACL 2010

“Got You!”: Automatic Vandalism Detection in Wikipedia with Web-based Shallow Syntactic-Semantic Modeling COLING 2010

MT Error Detection for Cross-Lingual Question Answering COLING 2010

A Framework for Identifying Textual Redundancy COLING 2008

Lexicalized Markov Grammars for Sentence Compression NAACL 2007

Building and Refining Rhetorical-Semantic Relation Models NAACL 2007

Question Answering Using Integrated Information Retrieval and Information Extraction NAACL 2007

Automatic Creation of Domain Templates ACL 2006

Automatic Creation of Domain Templates COLING 2006

Improving Multilingual Summarization: Using Redundancy in the Input to Correct MT errors EMNLP 2005

Automatically Learning Cognitive Status for Multi-Document Summarization of Newswire EMNLP 2005

Context and Learning in Novelty Detection EMNLP 2005

Syntactic Simplification for Improving Content Selection in Multi-Document Summarization COLING 2004

Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic Dependencies ACL 2004

Detection of Question-Answer Pairs in Email Conversations COLING 2004

Columbia’s Newsblaster: New Features and Future Directions NAACL 2003

References to Named Entities: a Corpus Study NAACL 2003

NLP Found Helpful (at least for one Text Categorization Task) EMNLP 2002