Jonathan K. Kummerfeld

Your Students Don’t Use LLMs Like You Wish They Did ACL 2026 Aligning AI Research with the Needs of Clinical Coding Workflows: Eight Recommendations Based on US Data Analysis and Critical Review ACL 2025 Less is More: Explainable and Efficient ICD Code Prediction with Clinical Entities ACL 2025 Personalized Help for Optimizing Low-Skilled Users’ Strategy NAACL 2025 Should I Trust You? Detecting Deception in Negotiations using Counterfactual RL ACL 2025 A Comparative Multidimensional Analysis of Empathetic Systems EACL 2024 A Mechanistic Understanding of Alignment Algorithms: A Case Study on DPO and Toxicity ICML 2024 Do Text-to-Vis Benchmarks Test Real Use of Visualisations? EMNLP 2024 More Victories, Less Cooperation: Assessing Cicero’s Diplomacy Play ACL 2024 Empathy Identification Systems are not Accurately Accounting for Context EACL 2023 Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations EMNLP 2023 Leveraging Similar Users for Personalized Language Modeling with Limited Data ACL 2022 Using Paraphrases to Study Properties of Contextual Embeddings NAACL 2022 Analyzing the Surprising Variability in Word Embedding Stability Across Languages EMNLP 2021 Exploring Self-Identified Counseling Expertise in Online Support Forums ACL 2021 Learning to Learn End-to-End Goal-Oriented Dialog From Related Dialog Tasks EMNLP 2021 Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health EMNLP 2021 Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing ACL 2021 A Novel Workflow for Accurately and Efficiently Crowdsourcing Predicate Senses and Argument Labels EMNLP 2020 Compositional Demographic Word Embeddings EMNLP 2020 Exploring the Value of Personalized Word Embeddings COLING 2020 Improving Low Compute Language Modeling with In-Domain Embedding Initialisation EMNLP 2020 Inconsistencies in Crowdsourced Slot-Filling Annotations: A Typology and Identification Methods COLING 2020 Iterative Feature Mining for Constraint-Based Data Collection to Increase Data Diversity and Model Robustness EMNLP 2020 A Large-Scale Corpus for Conversation Disentanglement ACL 2019 An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction EMNLP 2019 DSTC7 Task 1: Noetic End-to-End Response Selection ACL 2019 No-Press Diplomacy: Modeling Multi-Agent Gameplay NeurIPS 2019 Outlier Detection for Improved Data Quality and Diversity in Dialog Systems NAACL 2019 SLATE: A Super-Lightweight Annotation Tool for Experts ACL 2019 Data Collection for Dialogue System: A Startup Perspective NAACL 2018 Effective Crowdsourcing for a New Type of Summarization Task NAACL 2018 Factors Influencing the Surprising Instability of Word Embeddings NAACL 2018 Improving Text-to-SQL Evaluation Methodology ACL 2018 Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation EMNLP 2017 Understanding Task Design Trade-offs in Crowdsourced Paraphrase Collection ACL 2017 An Empirical Analysis of Optimization for Max-Margin NLP EMNLP 2015 An Empirical Examination of Challenges in Chinese Parsing ACL 2013 Error-Driven Analysis of Challenges in Coreference Resolution EMNLP 2013 Parser Showdown at the Wall Street Corral: An Empirical Investigation of Error Types in Parser Output EMNLP 2012 Robust Conversion of CCG Derivations to Phrase Structure Trees ACL 2012 Mention Detection: Heuristics for the OntoNotes annotations CoNLL 2011 Faster Parsing by Supertagger Adaptation ACL 2010 Morphological Analysis Can Improve a CCG Parser for English COLING 2010