Kathleen McKeown

iBERT: Interpretable Embeddings via Sense Decomposition EACL 2026 Characterizing and Evaluating Working Emotion Vocabularies in Multilingual Large Language Models ACL 2026 The Law of Knowledge Overshadowing: Towards Understanding, Predicting and Preventing LLM Hallucination ACL 2025 Data Caricatures: On the Representation of African American Language in Pretraining Corpora ACL 2025 Evaluating Defeasible Reasoning in LLMs with DEFREASING NAACL 2025 StyleDistance: Stronger Content-Independent Style Embeddings with Synthetic Parallel Examples NAACL 2025 Latent Space Interpretation for Stylistic Analysis and Explainable Authorship Attribution COLING 2025 Summarization of Opinionated Political Documents with Varied Perspectives COLING 2025 A General Framework for Inference-time Scaling and Steering of Diffusion Models ICML 2025 ManiTweet: A New Benchmark for Identifying Manipulation of News on Social Media COLING 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 Enhancing Multimodal Affective Analysis with Learned Live Comment Features AAAI 2025 The Law of Knowledge Overshadowing: Towards Understanding, Predicting, and Preventing LLM Hallucination ACL 2025 Is the Top Still Spinning? Evaluating Subjectivity in Narrative Understanding EMNLP 2025 Reranking-based Generation for Unbiased Perspective Summarization ACL 2025 ParaGuide: Guided Diffusion Paraphrasers for Plug-and-Play Textual Style Transfer AAAI 2024 TofuEval: Evaluating Hallucinations of LLMs on Topic-Focused Dialogue Summarization NAACL 2024 Fair Abstractive Summarization of Diverse Perspectives NAACL 2024 Do Models Explain Themselves? Counterfactual Simulatability of Natural Language Explanations ICML 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 TinyStyler: Efficient Few-Shot Text Style Transfer with Authorship Embeddings EMNLP 2024 MASIVE: Open-Ended Affective State Identification in English and Spanish EMNLP 2024 STORYSUMM: Evaluating Faithfulness in Story Summarization EMNLP 2024 Social Orientation: A New Feature for Dialogue Analysis COLING 2024 Faking Fake News for Real Fake News Detection: Propaganda-Loaded Training Data Generation ACL 2023 Unsupervised Selective Rationalization with Noise Injection ACL 2023 Generating EDU Extracts for Plan-Guided Summary Re-Ranking ACL 2023 PhraseSumm: Abstractive Short Phrase Summarization AACL 2023 When Do Pre-Training Biases Propagate to Downstream Tasks? A Case Study in Text Summarization EACL 2023 PhraseSumm: Abstractive Short Phrase Summarization IJCNLP 2023 Penguins Don’t Fly: Reasoning about Generics through Instantiations and Exceptions EACL 2023 Learning Interpretable Style Embeddings via Prompting LLMs EMNLP 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 Improving Long Dialogue Summarization with Semantic Graph Representation ACL 2023 Check-COVID: Fact-Checking COVID-19 News Claims with Scientific Evidence ACL 2023 Towards Detecting Harmful Agendas in News Articles ACL 2023 Faithfulness-Aware Decoding Strategies for Abstractive Summarization EACL 2023 SWING: Balancing Coverage and Faithfulness for Dialogue Summarization EACL 2023 Few-Shot Data-to-Text Generation via Unified Representation and Multi-Source Learning ACL 2023 Mitigating Covertly Unsafe Text within Natural Language Systems EMNLP 2022 Faithful or Extractive? On Mitigating the Faithfulness-Abstractiveness Trade-off in Abstractive Summarization ACL 2022 Read Top News First: A Document Reordering Approach for Multi-Document News Summarization ACL 2022 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 SafeText: A Benchmark for Exploring Physical Safety in Language Models EMNLP 2022 Seeded Hierarchical Clustering for Expert-Crafted Taxonomies 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 Semantic Categorization of Social Knowledge for Commonsense Question Answering EMNLP 2021 Event-Driven News Stream Clustering using Entity-Aware Contextual Embeddings EACL 2021 Supporting Clustering with Contrastive Learning NAACL 2021 Improving Factual Consistency of Abstractive Summarization via Question Answering ACL 2021 Adversarial Learning for Zero-Shot Stance Detection on Social Media NAACL 2021 Emotion-Infused Models for Explainable Psychological Stress Detection NAACL 2021 Cross-language Sentence Selection via Data Augmentation and Rationale Training IJCNLP 2021 Event-Centric Natural Language Processing IJCNLP 2021 Improving Factual Consistency of Abstractive Summarization via Question Answering IJCNLP 2021 Event-Centric Natural Language Processing ACL 2021 InfoSurgeon: Cross-Media Fine-grained Information Consistency Checking for Fake News Detection IJCNLP 2021 A Unified Feature Representation for Lexical Connotations EACL 2021 Segmenting Subtitles for Correcting ASR Segmentation Errors EACL 2021 Entity-level Factual Consistency of Abstractive Text Summarization EACL 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 Timeline Summarization based on Event Graph Compression via Time-Aware Optimal Transport EMNLP 2021 A Bag of Tricks for Dialogue Summarization EMNLP 2021 Controllable Meaning Representation to Text Generation: Linearization and Data Augmentation Strategies EMNLP 2020 Detecting Urgency Status of Crisis Tweets: A Transfer Learning Approach for Low Resource Languages COLING 2020 Towards Augmenting Lexical Resources for Slang and African American English COLING 2020 Severing the Edge Between Before and After: Neural Architectures for Temporal Ordering of Events EMNLP 2020 Zero-Shot Stance Detection: A Dataset and Model using Generalized Topic Representations EMNLP 2020 Margin-aware Unsupervised Domain Adaptation for Cross-lingual Text Labeling EMNLP 2020 WikiLingua: A New Benchmark Dataset for Cross-Lingual Abstractive Summarization EMNLP 2020 Incorporating Terminology Constraints in Automatic Post-Editing EMNLP 2020 Event-Guided Denoising for Multilingual Relation Learning COLING 2020 Exploring Content Selection in Summarization of Novel Chapters ACL 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 Automatically Processing Tweets from Gang-Involved Youth: Towards Detecting Loss and Aggression COLING 2016 Extractive and Abstractive Event Summarization over Streaming Web Text IJCAI 2016 An Entity-Focused Approach to Generating Company Descriptions ACL 2016 Mining Paraphrasal Typed Templates from a Plain Text Corpus ACL 2016 Real-Time Web Scale Event Summarization Using Sequential Decision Making IJCAI 2016 Predicting Salient Updates for Disaster Summarization ACL 2015 Modeling Reportable Events as Turning Points in Narrative EMNLP 2015 Discourse Planning with an N-gram Model of Relations EMNLP 2015 System Combination for Machine Translation through Paraphrasing EMNLP 2015 Predicting Salient Updates for Disaster Summarization IJCNLP 2015 Sentence Compression with Joint Structural Inference CONLL 2013 Classifying Taxonomic Relations between Pairs of Wikipedia Articles IJCNLP 2013 Cluster-based Web Summarization IJCNLP 2013 Supervised Sentence Fusion with Single-Stage Inference IJCNLP 2013 Aggregated Word Pair Features for Implicit Discourse Relation Disambiguation ACL 2013 Using a Supertagged Dependency Language Model to Select a Good Translation in System Combination NAACL 2013 Identifying Event Descriptions using Co-training with Online News Summaries IJCNLP 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 A Hierarchical Model of Web Summaries ACL 2011 MT Error Detection for Cross-Lingual Question Answering COLING 2010 Extracting Social Networks from Literary Fiction ACL 2010 Time-Efficient Creation of an Accurate Sentence Fusion Corpus NAACL 2010 “Got You!”: Automatic Vandalism Detection in Wikipedia with Web-based Shallow Syntactic-Semantic Modeling 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 Context and Learning in Novelty Detection EMNLP 2005 Automatically Learning Cognitive Status for Multi-Document Summarization of Newswire EMNLP 2005 Improving Multilingual Summarization: Using Redundancy in the Input to Correct MT errors EMNLP 2005 Detection of Question-Answer Pairs in Email Conversations COLING 2004 Identifying Agreement and Disagreement in Conversational Speech: Use of Bayesian Networks to Model Pragmatic Dependencies ACL 2004 Syntactic Simplification for Improving Content Selection in Multi-Document Summarization 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