Dustin Arendt

7 papers · 2017–2021 · 5 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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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird ⚡ Prolific Year · Productive

Venues

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

Top co-authors

Svitlana Volkova (5) Maria Glenski (4) Ellyn Ayton (3) Robin Cosbey (2) Prasha Shrestha (1) Zhuanyi Shaw (1) Emily Saldanha (1) Shivam Sharma (1) Winston Wu (1) Ji Young Yun (1)

Research topics

Natural Language Processing (5) Machine Learning (4) Applications (4) Artificial Intelligence (3) Core AI (3) Application Areas (2) Resources & Methods (2) Understanding (2) Deep Learning (1) Interdisciplinary (1) Architectures (1) Core Methods (1) Generation (1) Learning Types (1) Linguistics (1)

Keywords

language model (2) deception detection (2) text classification (2) model evaluation (2) adversarial robustness (2) named entity recognition (1) multimodal learning (1) machine reading comprehension (1) contextual representation (1) semantic similarity (1) adversarial attack (1) ensemble method (1) adversarial defense (1) interactive visualization (1) word embedding (1) misinformation detection (1) error analysis (1) machine comprehension (1) model confidence (1) linguistic variation (1)

Papers

CrossCheck: Rapid, Reproducible, and Interpretable Model Evaluation NAACL 2021 Evaluating and Explaining Natural Language Generation with GenX NAACL 2021 Evaluating Deception Detection Model Robustness To Linguistic Variation NAACL 2021 Evaluating Neural Model Robustness for Machine Comprehension EACL 2021 Improving Synonym Recommendation Using Sentence Context EMNLP 2021 Towards Trustworthy Deception Detection: Benchmarking Model Robustness across Domains, Modalities, and Languages COLING 2020 ESTEEM: A Novel Framework for Qualitatively Evaluating and Visualizing Spatiotemporal Embeddings in Social Media ACL 2017