https://github.com/pfecht/bert-exploration
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Papers with Code 아카이브
Semantic Textual Similarity
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Semantic textual similarity deals with determining how similar two pieces of texts are. This can take the form of assigning a score from 1 to 5. Related tasks are paraphrase or duplicate identification.
Image source: Learning Semantic Textual Similarity from Conversations
코드
관련 논문과 평가 결과에 연결된 구현입니다. 출처에서 확인된 저자 구현에는 공식 코드 표시가 있습니다.
https://github.com/philschmid/knowledge-distillation-transformers-pytorch-sagemaker
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
https://github.com/phohenecker/pytorch-transformer
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/phueb/BabyBertSRL
Multi-Task Deep Neural Networks for Natural Language Understanding
https://github.com/phueb/CHILDES-SRL
Multi-Task Deep Neural Networks for Natural Language Understanding
https://github.com/piegu/language-models
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/pingheng001/Cnn-Bert
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/pisalore/roberta_results
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/plkmo/BERT-Relation-Extraction
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
https://github.com/polzinben/TensorFlow_NLP
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/ppapalampidi/GraphTP
https://github.com/ppapalampidi/SUMMER
https://github.com/ppriyank/-Online-Soft-Mining-and-Class-Aware-Attention-Pytorch
Deep Metric Learning by Online Soft Mining and Class-Aware Attention
https://github.com/ppriyank/Video-Person-Re-ID-Fantastic-Techniques-and-Where-to-Find-Them
Deep Metric Learning by Online Soft Mining and Class-Aware Attention
https://github.com/projeto-de-algoritmos/Grafos1_Joao_Lucas_Leonardo_Miranda
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
https://github.com/ps2811/Bert-Multi-Label-Text-Classification-GitVersion
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/puerrrr/focal-infonce
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
https://github.com/pwc-1/Paper-10/tree/main/squeezebert
SqueezeBERT: What can computer vision teach NLP about efficient neural networks?
https://github.com/pwc-1/Paper-10/tree/main/tinybert
TinyBERT: Distilling BERT for Natural Language Understanding
https://github.com/pwc-1/Paper-5/tree/main/mobilebert
MobileBERT: a Compact Task-Agnostic BERT for Resource-Limited Devices
https://github.com/pwc-1/Paper-8/tree/main/albert
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
https://github.com/pwc-1/Paper-8/tree/main/big_bird
https://github.com/pwc-1/Paper-8/tree/main/bigbird_pegasus
https://github.com/pwc-1/Paper-8/tree/main/deberta
https://github.com/pwc-1/Paper-8/tree/main/deberta_v2
https://github.com/pwc-1/Paper-9/tree/main/1/tinybert
TinyBERT: Distilling BERT for Natural Language Understanding
https://github.com/pwc-1/Paper-9/tree/main/1/xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding
https://github.com/pwc-1/Paper-9/tree/main/2/nystromformer
Nyströmformer: A Nyström-Based Algorithm for Approximating Self-Attention
https://github.com/pwc-1/Paper-9/tree/main/5/xlm_roberta
https://github.com/pwc-1/Paper-9/tree/main/5/xlnet
XLNet: Generalized Autoregressive Pretraining for Language Understanding
https://github.com/pytorch/text
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/qbxlvnf11/BERT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/qbxlvnf11/contextualized-embedding-BERT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/qbxlvnf11/pretrained-language-model-BERT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/qipengguo/p2_webnlg2020
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
https://github.com/qywu/Chinese-GPT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.