Jenny Hong

4 papers · 2020–2022 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

EMNLP (3) ACL (1)

Top co-authors

Christopher Manning (3) Derek Chong (2) Catalin Voss (2) Graham Todd (1)

Research topics

Machine Learning (4) Learning Types · Machine Learning (4) Core Methods (3) Artificial Intelligence (2) Deep Learning (2) Natural Language Processing (2) Applications (2) Learning Types · Deep Learning (2) Application Areas (1) Core AI (1) Learning Paradigms (1) Models (1)

Keywords

information extraction (2) question answering (2) legal text (2) pre-trained language model (2) legal dialogue (2) parole hearing (2) pre-trained model (1) label error detection (1) unsupervised anomaly detection (1) dialogue understanding (1) legal nlp (1) perplexity score (1) crowdsourced dataset (1) limited labeled data (1) legal analysis (1) criminal law (1) factual information (1) limited label (1) legal natural language processing (1) out-of-sample evaluation (1)

Papers

Detecting Label Errors by Using Pre-Trained Language Models EMNLP 2022 Challenges for Information Extraction from Dialogue in Criminal Law ACL 2021 Learning from Limited Labels for Long Legal Dialogue EMNLP 2021 Unsupervised Anomaly Detection in Parole Hearings using Language Models EMNLP 2020