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Datasets › Weibo NER

Weibo NER

Introduced by Nanyun Peng et al. in Named Entity Recognition for Chinese Social Media with Jointly Trained Embeddings1 Jan 2015 archive 2025-07-28

The Weibo NER dataset is a Chinese Named Entity Recognition dataset drawn from the social media website Sina Weibo.

Source: Chinese NER Using Lattice LSTM Image Source: https://en.wikipedia.org/wiki/Sina_Weibo

HomepageBenchmarksPapers JSON

Benchmarks archive 2025-07-28

All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.

First row (archive order)PaperCode
Chinese Named Entity Recognition Weibo NER BERT-CRF (Replicated in AdaSeq) F1 72.77 Improving Named Entity Recognition by External Context... modelscope/adaseq +2 18 Compare
Fake News Detection Weibo NER SEMI-FND Accuracy 86.83% SEMI-FND: Stacked Ensemble Based Multimodal Inference... — 1 Compare

Papers archive 2025-07-28

18 shown of 18 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 52. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.

DateSamples run Syntology
Supplementary Features of BiLSTM for Enhanced Sequence Labeling 1 1 31 May 2023 not harvested
SEMI-FND: Stacked Ensemble Based Multimodal Inference For Faster Fake News Detection 0 1 17 May 2022 not harvested
NFLAT: Non-Flat-Lattice Transformer for Chinese Named Entity Recognition 1 1 12 May 2022 not harvested
Boundary Smoothing for Named Entity Recognition 1 1 26 Apr 2022 not harvested
Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition 1 1 14 May 2021 not harvested
Improving Named Entity Recognition by External Context Retrieving and Cooperative Learning 3 1 8 May 2021 ran 0 of 4 samples (4 unverified)
Named Entity Recognition for Social Media Texts with Semantic Augmentation 1 1 29 Oct 2020 not harvested
Improving Named Entity Recognition with Attentive Ensemble of Syntactic Information 1 1 29 Oct 2020 not harvested
SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER 1 1 16 Jul 2020 not harvested
FLAT: Chinese NER Using Flat-Lattice Transformer 1 2 24 Apr 2020 not harvested
FGN: Fusion Glyph Network for Chinese Named Entity Recognition 1 1 15 Jan 2020 not harvested
TENER: Adapting Transformer Encoder for Named Entity Recognition 6 1 10 Nov 2019 ran 0 of 1 samples (1 unverified)
Leverage Lexical Knowledge for Chinese Named Entity Recognition via Collaborative Graph Network 1 1 1 Nov 2019 not harvested
Simplify the Usage of Lexicon in Chinese NER 2 1 16 Aug 2019 not harvested
CAN-NER: Convolutional Attention Network for Chinese Named Entity Recognition 1 1 3 Apr 2019 not harvested
Glyce: Glyph-vectors for Chinese Character Representations 2 1 29 Jan 2019 ran 3 of 8 samples (5 unverified)
Adversarial Transfer Learning for Chinese Named Entity Recognition with Self-Attention Mechanism 1 1 1 Oct 2018 not harvested
Chinese NER Using Lattice LSTM 3 1 5 May 2018 ran 2 of 2 samples (0 unverified; 2 pointer-only for licence)

Dataset loaders archive 2025-07-28

huggingface.co/datasets/hltcoe/weibo_nerhuggingface/datasetstfpytorchjax
huggingface.co/datasets/weibo_nerhuggingface/datasetstfpytorchjax
OYE93/Chinese-NLP-Corpus

3 loaders as listed in the archive; links are outbound and not re-checked here.

Tasks archive 2025-07-28

Fake News DetectionChinese Named Entity Recognition

License archive 2025-07-28

Unknown

Modalities archive 2025-07-28

Texts

Languages archive 2025-07-28

Chinese

Variants archive 2025-07-28

  • Weibo NER

1 variant name, as the archive lists them.

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