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Causal Inference

Direct Ranking Model

Troubleshooting why NN doesn’t learn.

https://stats.stackexchange.com/questions/352036/what-should-i-do-when-my-neural-network-doesnt-learn

NER

Neural Architectures for Named Entity Recognition

https://aclanthology.org/N16-1030.pdf

Text Generation

Get To The Point: Summarization with Pointer-Generator Networks (2017)

https://arxiv.org/pdf/1704.04368v2.pdf

BART: Denoising Sequence-to-Sequence Pre-training for Natural

Language Generation, Translation, and Comprehension (2020)

https://arxiv.org/pdf/1910.13461v1.pdf

Encode, Tag, Realize: High-Precision Text Editing (2019)

https://arxiv.org/pdf/1909.01187v1.pdf

Text Classification

COLD: A Benchmark for Chinese Offensive Language Detection (2022)

https://arxiv.org/pdf/2201.06025.pdf

https://github.com/thu-coai/COLDataset

Convolutional Neural Networks for Sentence Classification

https://arxiv.org/pdf/1408.5882.pdf

https://github.com/dennybritz/cnn-text-classification-tf/blob/master/text_cnn.py

Deep Pyramid Convolutional Neural Networks for Text Categorization

https://aclanthology.org/P17-1052.pdf