Yu Zhang

Awesome-Scientific-Language-Models. A Comprehensive Survey of Scientific Large Language Models and Their Applications in Scientific Discovery (EMNLP'24)

Multi-BioNER. Cross-type Biomedical Named Entity Recognition with Deep Multi-task Learning (Bioinformatics'19)

MATCH. MATCH: Metadata-Aware Text Classification in A Large Hierarchy (WWW'21)

MAPLE. The Effect of Metadata on Scientific Literature Tagging: A Cross-Field Cross-Model Study (WWW'23)

HiGitClass. HiGitClass: Keyword-Driven Hierarchical Classification of GitHub Repositories (ICDM'19)

LM-LSTM-CRF.

MetaCat. Minimally Supervised Categorization of Text with Metadata (SIGIR'20)

HIMECat. Hierarchical Metadata-Aware Document Categorization under Weak Supervision (WSDM'21)

Influence-Maximization. Top-K Influential Nodes in Social Networks: A Game Perspective (SIGIR'17)

MICoL. Metadata-Induced Contrastive Learning for Zero-Shot Multi-Label Text Classification (WWW'22)

SeeTopic. Seed-Guided Topic Discovery with Out-of-Vocabulary Seeds (NAACL'22)

FUTEX. Weakly Supervised Multi-Label Classification of Full-Text Scientific Papers (KDD'23)

MotifClass. MotifClass: Weakly Supervised Text Classification with Higher-order Metadata Information (WSDM'22)

SciMult. Pre-training Multi-task Contrastive Learning Models for Scientific Literature Understanding (Findings of EMNLP'23)

PENNER. PENNER: Pattern-enhanced Nested Named Entity Recognition in Biomedical Literature (BIBM'18)

SEType. Seed-Guided Fine-Grained Entity Typing in Science and Engineering Domains (AAAI'24)

Location-Inference. RATE: Overcoming Noise and Sparsity of Textual Features in Real-Time Location Estimation (CIKM'17)

CoF. Chain-of-Factors Paper-Reviewer Matching (WWW'25)

sky-lab.github.io. SCSS