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pre-trained-language-models

Here are 68 public repositories matching this topic...

josemarcosrf / BiDAF-example-notebook

Usage example for the AllenNLP BiDAF pre-trained model

notebook example bidaf allennlp pre-trained-language-models

Updated Oct 12, 2018
Jupyter Notebook

carlos9310 / pre-trained-language-models

总结NLP中常见的几种预训练语言模型

nlp pre-trained-language-models

Updated Aug 15, 2019
Python

sunyilgdx / SIFRank_zh

Keyphrase or Keyword Extraction 基于预训练模型的中文关键词抽取方法（论文SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model 的中文版代码）

word-embeddings python36 keyword-extraction keyphrase-extraction sif sentence-embeddings elmo pre-trained-language-models sifrank

Updated May 17, 2020
Python

Hanlard / Electra_CRF_NER

We start a company-name recognition task with a small scale and low quality training data, then using skills to enhanced model training speed and predicting performance with least artificial participation. The methods we use involve lite pre-training models such as Albert-small or Electra-small with financial corpus, knowledge of distillation an…

financial ner bert distilling-the-knowledge pre-trained-language-models mutistage-learning

Updated Aug 10, 2020
Python

KelleyYin / XLM-Plus

machine-translation auto-encoder pre-trained-language-models

Updated Oct 15, 2020
Python

RUCwenxiang / Answer-Selection

2020年贝壳找房问答匹配竞赛

text-classification ensemble-learning sequence-labeling pre-trained-language-models

Updated Dec 12, 2020
Python

kingmetaa / IndoELECTRA

IndoELECTRA: Pre-Trained Language Model for Indonesian Language Understanding

nlp natural-language-processing deep-learning sentiment-analysis tensorflow nlu transformers pytorch indonesian-language bert pre-trained indonesian natural-language-understanding fine-tuning electra huggingface pre-trained-language-models indonesian-nlp

Updated Jan 19, 2021

sunyilgdx / SIFRank

The code of our paper "SIFRank: A New Baseline for Unsupervised Keyphrase Extraction Based on Pre-trained Language Model"

word-embeddings python3 keyphrase-extraction sif keywords-extraction elmo stanfordcorenlp pre-trained-language-models

Updated Mar 20, 2021
Python

XingLuxi / Cal-FLOPs-for-PLM

Calculating FLOPs of Pre-trained Models in NLP

natural-language-processing parameters transformers pytorch flops pre-trained-language-models

Updated Mar 29, 2021
Python

winleexz / Question-and-Answer-Chatbot-with-Dialogflow

Question Answering Chatbot with DistilRoBERTa Sentence Embeddings, Dialogflow and Ngrok

webhook chatbot ngrok conversational-bots dialogflow cosinesimilarity dialogflow-fulfillment retrieval-based-dialog-system dialogflow-agent pre-trained-language-models dialogflow-chatbot distilroberta pre-trained-embeddings

Updated Jun 13, 2021
Jupyter Notebook

cliang1453 / super-structured-lottery-tickets

Super Tickets in Pre-Trained Language Models: From Model Compression to Improving Generalization (ACL 2021)

model-pruning natural-language-understanding multi-task-learning model-compression generalization lottery-tickets lottery-ticket-hypothesis pre-trained-language-models bert-fine-tuning acl2021

Updated Jul 28, 2021
Python

dariush-saberi / formalwriter

The source code for the project FormalWriter.com

transformers neural-networks lexical-substitution paraphrase-generation pre-trained-language-models

Updated Feb 14, 2022
Cython

lancopku / CascadeBERT

Code for CascadeBERT, Findings of EMNLP 2021

nlp pytorch pre-trained-language-models

Updated Mar 30, 2022
Python

ai2-ner-project / pytorch-ko-ner

PLM 기반 한국어 개체명 인식 (NER)

pytorch named-entity-recognition korean korean-nlp huggingface pre-trained-language-models

Updated Jun 6, 2022
Python

anoopkdcs / NLPBias

Towards Comprehensive Understanding of Bias in Pre-trained Neural Language Models: A Survey with Special Emphasis on Affective Bias

nlp transformers language-model bias affective-computing fairness neural-language-model pre-trained-language-models

Updated Jun 19, 2022

lanwuwei / GigaBERT

Zero-shot Transfer Learning from English to Arabic

named-entity-recognition arabic-nlp relation-extraction bert-model pre-trained-language-models part-of-speech-tagging

Updated Jun 22, 2022
Python

edchengg / GigaBERT

EMNLP 2020 GigaBERT Arabic Relation extraction system, named entity recognition, IE

arabic bert pre-trained arabic-nlp relation-extraction bert-model pre-trained-language-models

Updated Jun 30, 2022
Python

lancopku / DynamicKD

Code for EMNLP 2021 main conference paper "Dynamic Knowledge Distillation for Pre-trained Language Models"

nlp knowledge-distillation pre-trained-language-models

Updated Aug 9, 2022
Python

sangheek16 / dialogue-response-dynamics

Codes and material used for evaluating PLMs on dialogue response dynamics

dialogue ellipsis pre-trained-language-models nlp-model-evaluation at-issueness

Updated Oct 6, 2022
Python

THUDM / P-tuning

A novel method to tune language models. Codes and datasets for paper ``GPT understands, too''.

natural-language-processing few-shot-learning pre-trained-language-models prompt-tuning p-tuning parameter-efficient-learning

Updated Oct 6, 2022
Python

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