TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Natural Language Processing/Named Entity Recognition (NER)/Resume NER

Named Entity Recognition (NER) on Resume NER

Metric: F1 (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕F1▼Extra DataPaperDate↕Code
1BERT-CRF (Replicated in AdaSeq)96.87NoImproving Named Entity Recognition by External C...2021-05-08Code
2FGN96.79NoFGN: Fusion Glyph Network for Chinese Named Enti...2020-01-15Code
3Baseline + BS96.66NoBoundary Smoothing for Named Entity Recognition2022-04-26Code
4AESINER96.62NoImproving Named Entity Recognition with Attentiv...2020-10-29Code
5Glyce + BERT96.54NoGlyce: Glyph-vectors for Chinese Character Repre...2019-01-29Code
6FLAT+BERT95.86NoFLAT: Chinese NER Using Flat-Lattice Transformer2020-04-24Code
7SLK-NER95.8NoSLK-NER: Exploiting Second-order Lexicon Knowled...2020-07-16Code
8LSTM + Lexicon augment95.59NoSimplify the Usage of Lexicon in Chinese NER2019-08-16Code
9NFLAT95.58NoNFLAT: Non-Flat-Lattice Transformer for Chinese ...2022-05-12Code
10FLAT95.45NoFLAT: Chinese NER Using Flat-Lattice Transformer2020-04-24Code
11TENER95NoTENER: Adapting Transformer Encoder for Named En...2019-11-10Code
12CAN-NER Model94.94NoCAN-NER: Convolutional Attention Network for Chi...2019-04-03Code
13Lattice94.46NoChinese NER Using Lattice LSTM2018-05-05Code