Catalin Voss

2 papers · 2020–2021 · 2 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 · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird 📈 Trend Setter

Venues

ACL (1) EMNLP (1)

Top co-authors

Jenny Hong (2) Graham Todd (1) Christopher Manning (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core Methods (2) Learning Types · Machine Learning (2) Deep Learning (1) Natural Language Processing (1) Applications (1) Core AI (1) Learning Paradigms (1) Learning Types · Deep Learning (1)

Keywords

legal text (2) anomaly detection (1) weakly supervised learning (1) information extraction (1) question answering (1) language model (1) pre-trained model (1) pre-trained language model (1) unsupervised anomaly detection (1) dialogue understanding (1) legal nlp (1) perplexity score (1) legal analysis (1) criminal law (1) factual information (1) legal dialogue (1) parole hearing (1) legal natural language processing (1) contrastive perplexity (1) contrastive learning (1)

Papers

Challenges for Information Extraction from Dialogue in Criminal Law ACL 2021 Unsupervised Anomaly Detection in Parole Hearings using Language Models EMNLP 2020