Junru Zhou

6 papers · 2019–2023 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🐣 Hot Topic Early Bird

Venues

AAAI (2) EMNLP (2) ACL (1) NeurIPS (1)

Top co-authors

Hai Zhao (5) Zhuosheng Zhang (2) Xiang Zhou (1) Muhan Zhang (1) Yuwei Wu (1) Xi Zhou (1) Shuailiang Zhang (1) Shuiliang Zhang (1) Zuchao Li (1) Xiyuan Wang (1)

Research topics

Deep Learning (5) Artificial Intelligence (4) Natural Language Processing (4) Architectures (4) Core AI (4) Applications (2) Learning Types · Deep Learning (2) Understanding (2) Machine Learning (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Resources & Methods (1) Techniques (1)

Keywords

dependency parsing (3) syntactic parsing (3) pre-trained language model (2) constituent parsing (2) machine reading comprehension (2) joint learning (2) semantic parsing (1) semantic role labeling (1) semantic representation (1) natural language understanding (1) message passing (1) graph isomorphism (1) molecular property prediction (1) self-attention network (1) syntactic dependency (1) linguistic representation (1) subgraph extraction (1) phrase structure grammar (1) graph neural network (1) neural network (1)

Papers

Distance-Restricted Folklore Weisfeiler-Leman GNNs with Provable Cycle Counting Power NeurIPS 2023 Semantics-Aware Inferential Network for Natural Language Understanding AAAI 2021 LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020 Parsing All: Syntax and Semantics, Dependencies and Spans EMNLP 2020 SG-Net: Syntax-Guided Machine Reading Comprehension AAAI 2020 Head-Driven Phrase Structure Grammar Parsing on Penn Treebank ACL 2019