← Authors

Grace Ngai

14 papers · 2000–2025 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (15) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (25) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🚀 Conference Pioneer 💎 Century Club (14) 🔥 Unstoppable (5) ❓ The Questioner

Conferences

ACL (3) CONLL (3) AAAI (2) COLING (2) NAACL (2) EMNLP (1) IJCNLP (1)

Top co-authors

Radu Florian (4) Marine Carpuat (4) Dekai Wu (3) Blaise Thomson (2) John C. Henderson (2) Davis Muhajereen D. Dimalen (2) Eugene Yujun Fu (2) David Yarowsky (2) Brian Roark (2) Jenny Rose Finkel (2)

Research topics

Privacy (1)

Keywords

attention mechanism (1) in-context learning (1) fraud detection (1) recurrent neural network (1) bidirectional long short-term memory (1) large language model (1) conversational analysis (1) conversational dynamics (1) llm-based detection (1) phone scam detection (1) fraud prevention (1) temperature prediction (1) flashover prediction (1) temperature signal (1) fire simulation (1)

Papers

Combating Phone Scams with LLM-based Detection: Where Do We Stand? (Student Abstract) AAAI 2025
Predicting Flashover Occurrence using Surrogate Temperature Data AAAI 2021
Proceedings of the ACL-IJCNLP 2009 Student Research Workshop ACL 2009
Proceedings of the ACL-IJCNLP 2009 Student Research Workshop IJCNLP 2009
Why Nitpicking Works: Evidence for Occam’s Razor in Error Correctors COLING 2004
A Stacked, Voted, Stacked Model for Named Entity Recognition CONLL 2003
Boosting for Named Entity Recognition CONLL 2002
Identifying Concepts Across Languages: A First Step towards a Corpus-based Approach to Automatic Ontology Alignment COLING 2002
Inducing Multilingual POS Taggers and NP Bracketers via Robust Projection Across Aligned Corpora NAACL 2001
Multidimensional transformation-based learning CONLL 2001
Transformation Based Learning in the Fast Lane NAACL 2001
Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists ACL 2000
Rule Writing or Annotation: Cost-efficient Resource Usage for Base Noun Phrase Chunking ACL 2000
Coaxing Confidences from an Old Freind: Probabilistic Classifications from Transformation Rule Lists EMNLP 2000