mggumin Goto Github PK

mggumin1.github.io

mm_tag

Apply MCTS on Sequence Tagging

mydissertation

Working after all

neural-retrieval

Python library containing BART query generation and BERT-based Siamese models for neural retrieval.

nlp-data-augmentation

NLP文本增强的两种方式：同义词替换（利用word2vec词表）和回译

nlp-public-dataset

Chinese, English NER, English-Chinese machine translation dataset. 中英文实体识别数据集，中英文机器翻译数据集

nlp-tutorial

Natural Language Processing Tutorial for Deep Learning Researchers

nlp_chinese_corpus

大规模中文自然语言处理语料 Large Scale Chinese Corpus for NLP

nlp_paper_study

该仓库主要记录 NLP 算法工程师相关的顶会论文研读笔记

nlpaug

Data augmentation for NLP

nlper-arsenal

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

perturbed_masking

基于BERT的无监督分词和句法分析

pkuseg-python

pkuseg多领域中文分词工具; The pkuseg toolkit for multi-domain Chinese word segmentation

plm-nlp-code

pycorrector

pycorrector is a toolkit for text error correction. It was developed to facilitate the designing, comparing, and sharing of deep text error correction models.

roster

[EMNLP 2021] Distantly-Supervised Named Entity Recognition with Noise-Robust Learning and Language Model Augmented Self-Training

semi-supervised-text-classification

train an auto-encoder with Wikipedia corpus and use to in a text classification

sentence-similarity

问题句子相似度计算，即给定客服里用户描述的两句话，用算法来判断是否表示了相同的语义。

sentence-transformers

Sentence Embeddings with BERT & XLNet

spaces

端到端的长本文摘要模型（法研杯2020司法摘要赛道）

spellgcn

SpellGCN

text-similarity

文本相似度（匹配）计算，提供Baseline、训练、推理、指标分析...代码包含TensorFlow/Pytorch双版本

transformer-mm-explainability

[ICCV 2021- Oral] Official PyTorch implementation for Generic Attention-model Explainability for Interpreting Bi-Modal and Encoder-Decoder Transformers, a novel method to visualize any Transformer-based network. Including examples for DETR, VQA.

transformers

🤗Transformers: State-of-the-art Natural Language Processing for Pytorch and TensorFlow 2.0.

vcsl

Video Copy Segment Localization (VCSL) dataset and benchmark [CVPR2022]

weak_supervised_video_moment

Weakly Supervised Video Moment Retrieval from Text Queries

word2vec-tensorflow

使用word2vec进行中文词向量的 训练

wordseg

Chinese Word Segmentation Using MM/CRF/Bi-LSTM/Bi-LSTM-CRF/BERT-LSTM, 中文分词，使用 最大词匹配、CRF（CRF++）、Bi-LSTM (+CRF)、BERT-Bi-LSTM

zen

A BERT-based Chinese Text Encoder Enhanced by N-gram Representations