Peng-Hsuan Li

4 papers · 2017–2020 · 4 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 ❓ The Questioner

Venues

AAAI (1) ACL (1) EMNLP (1) IJCNLP (1)

Top co-authors

Wei-Yun Ma (4) Tsu-Jui Fu (2) Hsin-Yang Wang (1) Ju-Chieh Chou (1) Yu-Siang Wang (1) Ruo-Ping Dong (1)

Research topics

Deep Learning (3) Natural Language Processing (3) Architectures (3) Machine Learning (2) Core Methods (2) Understanding (2) Artificial Intelligence (1) Applications (1) Core AI (1) Optimization & Theory (1) Techniques (1)

Keywords

named entity recognition (3) sentiment analysis (1) relation extraction (1) joint learning (1) distributional semantics (1) word embedding (1) graph convolutional network (1) bidirectional lstm (1) syntactic structure (1) constituency tree (1) chinese language (1) valence arousal (1) relational graph (1) joint entity extraction (1) dimensional sentiment (1) phrase prediction (1) cross-context pattern (1) bidirectional recursive neural network (1) sequence labeling (1) linguistic constituent (1)

Papers

Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER AAAI 2020 GraphRel: Modeling Text as Relational Graphs for Joint Entity and Relation Extraction ACL 2019 CKIP at IJCNLP-2017 Task 2: Neural Valence-Arousal Prediction for Phrases IJCNLP 2017 Leveraging Linguistic Structures for Named Entity Recognition with Bidirectional Recursive Neural Networks EMNLP 2017