yuzhimanhua

Awesome-Scientific-Language-Models

A Curated List of Language Models in Scientific Domains

MATCH

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

Multi-BioNER

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

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)

MetaCat

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

HIMECat

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

LM-LSTM-CRF

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)

PENNER

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

Location-Inference

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

SciMult

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

SEType

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

SciDocs

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