Nicholas Deas

9 papers · 2023–2026 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🗺️ Taxonomy Completionist (17) 🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Bronze 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

⚡ Prolific Year · Productive 🗃️ Keyword Collector (54)

Venues

EMNLP (4) ACL (3) COLING (1) NAACL (1)

Top co-authors

Kathleen McKeown (8) Elsbeth Turcan (2) Shana Kleiner (2) Ivan Ernesto Perez Mejia (2) Blake Vente (1) Joel Mire (1) Narutatsu Ri (1) Desmond U. Patton (1) Jessica A Grieser (1) Nikhil Reddy Varimalla (1)

Research topics

Natural Language Processing (7) Artificial Intelligence (4) Machine Learning (4) Application Areas (4) Core AI (4) Generation (4) Resources & Methods (3) Interdisciplinary (2) Applications (2) Learning Types · Machine Learning (2) Social (2) Deep Learning (1) Learning Types · Deep Learning (1)

Keywords

text summarization (3) african american language (3) large language model (3) perspective summarization (2) multilingual nlp (1) cross-lingual transfer (1) natural language processing (1) document summarization (1) preference alignment (1) text generation (1) prompt engineering (1) adversarial training (1) model behavior (1) data representation (1) affective computing (1) emotion detection (1) bias mitigation (1) reward model (1) dataset bia (1) natural language generation (1)

Papers

Characterizing and Evaluating Working Emotion Vocabularies in Multilingual Large Language Models ACL 2026 AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization EMNLP 2025 Artificial Impressions: Evaluating Large Language Model Behavior Through the Lens of Trait Impressions EMNLP 2025 Data Caricatures: On the Representation of African American Language in Pretraining Corpora ACL 2025 Rejected Dialects: Biases Against African American Language in Reward Models NAACL 2025 Reranking-based Generation for Unbiased Perspective Summarization ACL 2025 Summarization of Opinionated Political Documents with Varied Perspectives COLING 2025 MASIVE: Open-Ended Affective State Identification in English and Spanish EMNLP 2024 Evaluation of African American Language Bias in Natural Language Generation EMNLP 2023