← Authors

Binxuan Huang

9 papers · 2018–2025 · 5 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (7) 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (18) πŸŒ‰ Interdisciplinary Bridge πŸ† Keyword Champion (2)

Conferences

EMNLP (3) ACL (2) IJCNLP (2) INTERSPEECH (1) NAACL (1)

Top co-authors

Kathleen Carley (5) Zhengyang Wang (3) Kewei Cheng (2) Chenwei Zhang (2) Yizhou Sun (2) Xian Li (2) Ruijie Wang (1) Yue Liu (1) Tong Wang (1) Priyanka Nigam (1)

Keywords

sentiment classification (3) user geolocation (2) dependency parsing (2) dependency graph (2) graph attention network (2) aspect level (2) neural network (2) graph representation (1) bert model (1) entity linking (1) semantic similarity (1) knowledge graph (1) knowledge graph embedding (1) entity embedding (1) concept hierarchy (1) continual pre-training (1) text matching (1) tabular datum (1) concept learning (1) feature fusion (1)

Papers

Hephaestus: Improving Fundamental Agent Capabilities of Large Language Models through Continual Pre-Training NAACL 2025
Concept2Box: Joint Geometric Embeddings for Learning Two-View Knowledge Graphs ACL 2023
Tab-Cleaner: Weakly Supervised Tabular Data Cleaning via Pre-training for E-commerce Catalog ACL 2023
Entity Linking for Short Text Using Structured Knowledge Graph via Multi-Grained Text Matching INTERSPEECH 2020
A Hierarchical Location Prediction Neural Network for Twitter User Geolocation EMNLP 2019
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks EMNLP 2019
A Hierarchical Location Prediction Neural Network for Twitter User Geolocation IJCNLP 2019
Syntax-Aware Aspect Level Sentiment Classification with Graph Attention Networks IJCNLP 2019
Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification EMNLP 2018