4ai Goto Github PK

acl-2020-papers

Statistics and accepted paper list of ACL 2020 with arXiv link

agn

Official Code for Merging Statistical Feature via Adaptive Gate for Improved Text Classification (AAAI2021)

angle

Angle-Optimized Text Embeddings

autoencoding_vi_for_topic_models

Tensorflow implementation for prodLDA and NVLDA.

awesome-self-supervised-learning

A curated list of awesome self-supervised methods

awesome-sentence-embedding

A curated list of research papers in Sentence Reprsentation Learning and a sts leaderboard of sentence embeddings.

bellm

Code for BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings (NAACL2024)

bert-classification-tf-serving

Use BERT to train a classification model and deploy the model by tensorflow serving

bert-encoder

Encode text to BERT representations from pretrained BERT model

bert_for_corrector

基于bert进行中文文本纠错

bert_in_keras

在Keras下微调Bert的一些例子；some examples of bert in keras

block-recurrent-transformer

Pytorch implementation of "Block Recurrent Transformers" (Hutchins & Schlag et al., 2022)

capse

A Capsule Network-based Embedding Model for Knowledge Graph Completion and Search Personalization (NAACL 2019)

chinese-xinhua

:orange_book: 中华新华字典数据库。包括歇后语，成语，词语，汉字。

chinesenlpcorpus

中文自然语言处理数据集，平时做做实验的材料。欢迎补充提交合并。

clfzoo

A deep text classifiers library.

clinspell

Clinical spelling correction with word and character n-gram embeddings.

conve

Convolutional 2D Knowledge Graph Embeddings resources

convkb

A Novel Embedding Model for Knowledge Base Completion Based on Convolutional Neural Network (NAACL 2018)

coreference-resolution

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

deep-classifier

A Lightweight Keras Deep Learning Text Classification Library.

deep-text-corrector

Deep learning models trained to correct input errors in short, message-like text

e2e-coref

End-to-end Neural Coreference Resolution

efficient-longdoc-classification

embedding_features

fastgcn

The sample codes for our ICLR18 paper "FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling""

kb2e

Knowledge Graph Embeddings including TransE, TransH, TransR and PTransE

keras-rnn-notebooks

Python notebooks that demonstrate simple RNN models for NLP tasks using Keras

kg-bert

KG-BERT: BERT for Knowledge Graph Completion

knowledgegraphembedding