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597 search results found

Etagger ⭐ 103

reference tensorflow code for named entity tagging

Minirbt ⭐ 102

MiniRBT (中文小型预训练模型系列)

Bert Keyphrase Extraction ⭐ 102

Keyphrase Extraction based on Scientific Text, Semeval 2017, Task 10

Eeg To Text ⭐ 99

code for AAAI2022 paper "Open Vocabulary Electroencephalography-To-Text Decoding and Zero-shot Sentiment Classification"

Torchblocks ⭐ 99

A PyTorch-based toolkit for natural language processing

Cail2019_track2 ⭐ 98

中国法研杯CAIL2019要素抽取任务第三名方案分享

Cemotion ⭐ 96

基于 BERT 的中文情感倾向分析库，用于中文文本分类、中文情感分析

Wisdomify ⭐ 95

A BERT-based reverse dictionary of Korean proverbs

Condenser ⭐ 95

EMNLP 2021 - Pre-training architectures for dense retrieval

This is the implementation of the paper AdaMix: Mixture-of-Adaptations for Parameter-efficient Model Tuning (https://arxiv.org/abs/2205.12410).

Pytorch implementation of R-BERT: "Enriching Pre-trained Language Model with Entity Information for Relation Classification"

Amazon Weak Ner Needle ⭐ 92

Named Entity Recognition with Small Strongly Labeled and Large Weakly Labeled Data

Toolkit4nlp ⭐ 92

A PyTorch implementation of a BiLSTM \ BERT \ Roberta (+ BiLSTM + CRF) model for Chinese Word Segmentation (中文分词) .

Recurrent Vln Bert ⭐ 90

Code of the CVPR 2021 Oral paper: A Recurrent Vision-and-Language BERT for Navigation

Cmrc2019 ⭐ 90

A Sentence Cloze Dataset for Chinese Machine Reading Comprehension (CMRC 2019)

🌈 NERpy: Implementation of Named Entity Recognition using Python. 命名实体识别工具，支持BertSoftmax、BertSpan等模型，开箱即用。

Bert Ccpoem ⭐ 89

BERT-CCPoem is an BERT-based pre-trained model particularly for Chinese classical poetry

Rasa_milktea_chatbot ⭐ 88

Chatbot with bert chinese model, base on rasa framework（中文聊天机器人，结合bert意图分析，基于rasa框架）

Re Context Or Names ⭐ 88

Bert-based models(BERT, MTB, CP) for relation extraction.

Bert Relation Classification ⭐ 88

A pytorch implementation of BERT-based relation classification

Bert Vietnamese Question Answering ⭐ 87

Vietnamese question answering system with BERT

Language Modelling Makes Sense - WSD (and more) with Contextual Embeddings

Toeicbert ⭐ 86

TOEIC(Test of English for International Communication) solving using pytorch-pretrained-BERT model.

Daguan_2019_rank9 ⭐ 85

达观信息提取比赛第九名代码

Optimum Habana ⭐ 83

Easy and lightning fast training of 🤗 Transformers on Habana Gaudi processor (HPU)

Epidemictextmatch ⭐ 83

天池大赛疫情文本挑战赛线上第三名方案分享

Spacy Sentence Bert ⭐ 83

Sentence transformers models for SpaCy

classy is a simple-to-use library for building high-performance Machine Learning models in NLP.

Dialogue Understanding ⭐ 82

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

Pkd For Bert Model Compression ⭐ 82

pytorch implementation for Patient Knowledge Distillation for BERT Model Compression

Sadedegel ⭐ 81

A General Purpose NLP library for Turkish

Infobert ⭐ 81

[ICLR 2021] "InfoBERT: Improving Robustness of Language Models from An Information Theoretic Perspective" by Boxin Wang, Shuohang Wang, Yu Cheng, Zhe Gan, Ruoxi Jia, Bo Li, Jingjing Liu

reference pytorch code for named entity tagging

Bertclassifier ⭐ 80

基于PyTorch的BERT中文文本分类模型（BERT Chinese text classification model implemented by PyTorch）

Lamb_optimizer_tf ⭐ 80

LAMB Optimizer for Large Batch Training (TensorFlow version)

Bert Event Extraction ⭐ 80

Pytorch Solution of Event Extraction Task using BERT on ACE 2005 corpus

Punctuation Restoration ⭐ 80

Punctuation Restoration using Transformer Models for High-and Low-Resource Languages

Textclassify_with_bert ⭐ 78

使用BERT模型做文本分类；面向工业用途

[CVPR 2022] Show Me What and Tell Me How: Video Synthesis via Multimodal Conditioning

Bert Squeeze ⭐ 77

🛠️ Tools for Transformers compression using PyTorch Lightning ⚡

Greek Bert ⭐ 74

A Greek edition of BERT pre-trained language model

Electra_pytorch ⭐ 73

ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators

Odqa_baseline_code ⭐ 71

Baseline code for Korean open domain question answering(ODQA)

Use BERT to Fill in the Blanks

Msg_reply ⭐ 69

a simple message reply suggestion system

Bert Chinese Text Classification Pytorch ⭐ 68

This repo contains a PyTorch implementation of a pretrained BERT model for text classification.

Anonymisation ⭐ 68

Anonymization of legal cases (Fr) based on Flair embeddings

Nlpdataaugmentation ⭐ 67

Chinese NLP Data Augmentation， BERT Contextual Augmentation

This project is the official implementation of our accepted ICLR 2022 paper BiBERT: Accurate Fully Binarized BERT.

Ko Sentence Transformers ⭐ 66

한국어 사전학습 모델을 활용한 문장 임베딩

Iterater ⭐ 66

Official implementation of the paper "IteraTeR: Understanding Iterative Revision from Human-Written Text" (ACL 2022)

Code for the NAACL2022 paper "Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction"

Multiheadjointentityrelationextraction_simple ⭐ 65

实体关系抽取，使用了百度比赛的数据集。使用pytorch实现MultiHeadJointEntity

Bert In Production ⭐ 64

A collection of resources on using BERT (https://arxiv.org/abs/1810.04805 ) and related Language Models in production environments.

Kaggle Quora Insincere Questions Classification ⭐ 64

Kaggle新赛(baseline)-基于BERT的fine-tuning方案+基于tensor2t Encoder方案

Embedding_study ⭐ 64

中文预训练模型生成字向量学习，测试BERT，ELMO的中文效果

Multilangstructurekd ⭐ 64

[ACL 2020] Structure-Level Knowledge Distillation For Multilingual Sequence Labeling

code and data to faciliate BERT/ELECTRA for document ranking. Details refer to the paper - PARADE: Passage Representation Aggregation for Document Reranking.

TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning (NAACL 2022)

Limu Bert Public ⭐ 63

A lite BERT-like representation model for IMU sensor data

Hpsg Neural Parser ⭐ 62

Source code for "Head-Driven Phrase Structure Grammar Parsing on Penn Treebank" published at ACL 2019

Dialogentailment ⭐ 62

The implementation of the paper "Evaluating Coherence in Dialogue Systems using Entailment"

Polish Roberta ⭐ 61

RoBERTa models for Polish

Transformers Keras ⭐ 61

Transformer-based models implemented in tensorflow 2.x(using keras).

pretrained BERT model for cyber security text, learned CyberSecurity Knowledge

Clue_pytorch ⭐ 61

CLUE baseline pytorch CLUE的pytorch版本基线

Comparatively Finetuning Bert ⭐ 61

Comparatively fine-tuning pretrained BERT models on downstream, text classification tasks with different architectural configurations in PyTorch.

Bert_nli ⭐ 61

A Natural Language Inference (NLI) model based on Transformers (BERT and ALBERT)

Vectorsinsearch ⭐ 59

Dice.com repo to accompany the dice.com 'Vectors in Search' talk by Simon Hughes, from the Activate 2018 search conference, and the 'Searching with Vectors' talk from Haystack 2019 (US). Builds upon my conceptual search and semantic search work from 2015

[KDD'22] Learned Token Pruning for Transformers

SImple SenTence EmbeddeR

Weakly supervised medical named entity classification

BERT, LDA, and TFIDF based keyword extraction in Python

Stock Prediction ⭐ 57

Technical and sentiment analysis to predict the stock market with machine learning models based on historical time series data and news article sentiment collected using APIs and web scraping.

Mirror Bert ⭐ 56

[EMNLP 2021] Mirror-BERT: Converting Pretrained Language Models to universal text encoders without labels.

Robo Vln ⭐ 56

Pytorch code for ICRA'21 paper: "Hierarchical Cross-Modal Agent for Robotics Vision-and-Language Navigation"

✅ CODAR is a Framework built using PyTorch to analyze post (Text+Media) and predict Cyber Bullying and offensive content. 💬📷

Anna_anki_neuronal_appendix ⭐ 56

Using machine learning on your anki collection to enhance the scheduling via semantic clustering and semantic similarity

Hashformers ⭐ 56

Hashformers is a framework for hashtag segmentation with Transformers and Large Language Models (LLMs).

Semantic Text Similarity ⭐ 56

an easy-to-use interface to fine-tuned BERT models for computing semantic similarity in clinical and web text. that's it.

Bertalign ⭐ 56

Multilingual sentence alignment using sentence embeddings

Code for WECHSEL: Effective initialization of subword embeddings for cross-lingual transfer of monolingual language models.

Emnlp 2023 Papers ⭐ 54

EMNLP 2023 Papers: Explore cutting-edge research from EMNLP 2023, the premier conference for advancing empirical methods in natural language processing. Stay updated on the latest in machine learning, deep learning, and natural language processing with code included. ⭐ support NLP!

Jointidsf ⭐ 53

BERT-based joint intent detection and slot filling with intent-slot attention mechanism (INTERSPEECH 2021)

A Rasa NLU component library

Document level Attitude and Relation Extraction toolkit (AREkit) for sampling and prompting mass-media news into datasets for ML-model training

Supervised Product Matching ⭐ 51

⚖️ Neural network for product matching, aka classifying whether two product titles represent the same entity

The official PyTorch implementation of "Pathfinder Discovery Networks for Neural Message Passing" (WebConf '21)

Xpersona ⭐ 51

XPersona: Evaluating Multilingual Personalized Chatbot

Bert_ocr.pytorch ⭐ 51

Unofficial PyTorch implementation of 2D Attentional Irregular Scene Text Recognizer

Kitanaqa ⭐ 47

KitanaQA: Adversarial training and data augmentation for neural question-answering models

Multi2oie ⭐ 47

Multi^2OIE: Multilingual Open Information Extraction Based on Multi-Head Attention with BERT (Findings of ACL: EMNLP 2020)

Glue Bert4keras ⭐ 47

基于bert4keras的GLUE基准代码

Keras_bert_classification ⭐ 47

Bert-classification and bert-dssm implementation with keras.

Tensorflow Bert Seq2seq Dream Decoder ⭐ 47

tensorflow+bert+seq2seq 周公解梦。AI遇上玄学，说出你的梦境(dream)，模型自动解析decode梦境的征兆。类似聊天机器

Nlp_notebooks ⭐ 46

Tensorflow, Pytorch, Huggingface Transformer, Fastai, etc. tutorial Colab Notebooks.

Icd Bert ⭐ 45

ICD-BERT: Multi-label Classification of ICD-10 Codes with BERT (CLEF 2019)

Cross Lingual Mrc ⭐ 45

Cross-Lingual Machine Reading Comprehension (EMNLP 2019)

Asamiasami ⭐ 45

State-Of-The-Art & ready to use mini NLP models for Indian Languages

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