BERT Tasks

BERT Tasks

2019/01/27

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Fig. BERT Tasks（圖片來源）。

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11 NLP Tasks

1. GLUE: The General Language Understanding Evaluation (GLUE) benchmark
1.1. MNLI: Multi-Genre Natural Language Inference
1.2. QQP: Quora Question Pairs
1.3. QNLI: Question Natural Language Inference
1.4. SST-2: The Stanford Sentiment Treebank
1.5. CoLA: The Corpus of Linguistic Acceptability
1.6. STS-B: The Semantic Textual Similarity Benchmark
1.7. MRPC: Microsoft Research Paraphrase Corpus
1.8. RTE: Recognizing Textual Entailment

2. SQuAD: The Standford Question Answering Dataset
3. NER: CoNLL 2003 Named Entity Recognition (NER) dataset
4. SWAG: The Situations With Adversarial Generations (SWAG) dataset

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Paper

# BERT

Devlin, Jacob, et al. "Bert: Pre-training of deep bidirectional transformers for language understanding." arXiv preprint arXiv:1810.04805 (2018).

https://arxiv.org/pdf/1810.04805.pdf

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