Bonnie J. Dorr

12 papers · 2001–2025 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Ultra 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird

💎 Century Club · Bronze

Venues

ACL (5) EMNLP (5) COLING (1) NAACL (1)

Top co-authors

Necip Fazil Ayan (4) Christof Monz (2) Chathuri Jayaweera (2) Rebecca Green (2) Philip Resnik (2) Vera A. Kazakova (1) Izhak Shafran (1) Ziming Li (1) Pavel Pecina (1) Peter Pirolli (1)

Research topics

Artificial Intelligence (3) Machine Learning (3) Core AI (3) Application Areas (2) Interdisciplinary (1) Natural Language Processing (1) Applications (1) Core Methods (1) Generation (1) Learning Types (1) Optimization & Theory (1) Social (1)

Keywords

text classification (1) natural language inference (1) task-oriented dialogue (1) natural language understanding (1) deep learning (1) dialogue state tracking (1) social influence (1) human-ai interaction (1) social media (1) rule-based system (1) dialogue system (1) dataset generation (1) annotation disagreement (1) model explainability (1) political bia (1) ethical ai (1) ambiguity detection (1) ai ethics (1) user trust (1) social mediation (1)

Papers

From Disagreement to Understanding: The Case for Ambiguity Detection in NLI EMNLP 2025 Making Task-Oriented Dialogue Datasets More Natural by Synthetically Generating Indirect User Requests COLING 2025 Balancing Transparency and Accuracy: A Comparative Analysis of Rule-Based and Deep Learning Models in Political Bias Classification EMNLP 2024 Principles for AI-Assisted Social Influence and Their Application to Social Mediation EMNLP 2024 A Maximum Entropy Approach to Combining Word Alignments NAACL 2006 Going Beyond AER: An Extensive Analysis of Word Alignments and Their Impact on MT ACL 2006 Leveraging Reusability: Cost-Effective Lexical Acquisition for Large-Scale Ontology Translation ACL 2006 PCFGs with Syntactic and Prosodic Indicators of Speech Repairs ACL 2006 Alignment Link Projection Using Transformation-Based Learning EMNLP 2005 NeurAlign: Combining Word Alignments Using Neural Networks EMNLP 2005 Inducing Frame Semantic Verb Classes from WordNet and LDOCE ACL 2004 Mapping Lexical Entries in a Verbs Database to WordNet Senses ACL 2001