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awesome-scientific-language-models

A Curated List of Language Models in Scientific Domains

futex

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

higitclass

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

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)

lm-lstm-crf

location-inference

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

maple

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

match

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

metacat

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

micol

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

motifclass

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

multi-bioner

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

penner

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

scidocs

scimult

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

seetopic

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

setype

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

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