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Coreference Resolution ⭐ 118

Efficient and clean PyTorch reimplementation of "End-to-end Neural Coreference Resolution" (Lee et al., EMNLP 2017).

Pytorch Pcnn ⭐ 86

supervised relation extraction for PCNN (Zeng 2014) in pytorch 关系抽取

Transformer Srl ⭐ 45

Reimplementation of a BERT based model (Shi et al, 2019), currently the state-of-the-art for English SRL. This model implements also predicate disambiguation.

Control Over Copying ⭐ 31

(AAAI'20) The source code for the paper "Controlling the Amount of Verbatim Copying in Abstractive Summarization".

Pytorch_mlp_for_asr ⭐ 27

This code implements a basic MLP for speech recognition. The MLP is trained with pytorch, while feature extraction, alignments, and decoding are performed with Kaldi. The current implementation supports dropout and batch normalization. An example for phoneme recognition using the standard TIMIT dataset is provided.

Pytorch Kaldi Neural Speaker Embeddings ⭐ 27

A light weight neural speaker embeddings extraction based on Kaldi and PyTorch.

Control Over Copying ⭐ 24

(AAAI'20) The source code for the paper "Controlling the Amount of Verbatim Copying in Abstractive Summarization".

Slot Filling ⭐ 8

Spoken Language Understanding(SLU)/Slot Filling(语义槽填充) in PyTorch

Biaffine Parsing Pytorch ⭐ 6

Biaffine Parsing Implementation with pytorch

Pytorch Kaldi Asr ⭐ 5

This project aimming to provide a feature inference for kaldi that allows us to train the neural network with pytorch

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