Lingjia Deng

9 papers · 2013–2021 · 6 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

NAACL (3) EMNLP (2) ACL (1) COLING (1) EACL (1) IJCAI (1)

Top co-authors

Janyce Wiebe (6) Yoonjung Choi (2) Sz-Rung Shiang (1) Alexander Spangher (1) Lisa Bauer (1) Jonathan May (1) Mohit Bansal (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Applications (2) Core Methods (1) Learning Types (1) Resources & Methods (1)

Keywords

semi-supervised learning (1) multi-task learning (1) text classification (1) natural language inference (1) class imbalance (1) label correlation (1) discourse classification (1) micro f1-score (1) external knowledge integration (1) domain-specific knowledge embedding (1) information fusion layer (1) knowledge polarity analysis (1)

Papers

ERNIE-NLI: Analyzing the Impact of Domain-Specific External Knowledge on Enhanced Representations for NLI NAACL 2021 Multitask Semi-Supervised Learning for Class-Imbalanced Discourse Classification EMNLP 2021 Recognizing Opinion Sources Based on a New Categorization of Opinion Types IJCAI 2016 Entity/Event-Level Sentiment Detection and Inference NAACL 2015 Joint Prediction for Entity/Event-Level Sentiment Analysis using Probabilistic Soft Logic Models EMNLP 2015 MPQA 3.0: An Entity/Event-Level Sentiment Corpus NAACL 2015 Joint Inference and Disambiguation of Implicit Sentiments via Implicature Constraints COLING 2014 Sentiment Propagation via Implicature Constraints EACL 2014 Benefactive/Malefactive Event and Writer Attitude Annotation ACL 2013