https://github.com/franknb/Text-Summarization
DistilBERT, a distilled version of BERT: smaller, faster, cheaper and lighter
Papers with Code 아카이브
Semantic Textual Similarity
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
- 하위 태스크
- 2
- 평가표
- 13
- 보존된 평가 기록
- 280
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/fulstock/mrc_nested_ner_ru
Adaptation of Deep Bidirectional Multilingual Transformers for Russian Language
https://github.com/fursovia/self-adj-dice
https://github.com/g-eklund/bert_tutorial
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/galkesten/Domestic-Violence-Classifier
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
https://github.com/galsang/ABCNN
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
https://github.com/galsang/BIMPM-pytorch
Bilateral Multi-Perspective Matching for Natural Language Sentences
https://github.com/ganeshjawahar/interpret_bert
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/gaochang-bjtu/1-bit-fqt
A Statistical Framework for Low-bitwidth Training of Deep Neural Networks
https://github.com/gaohuan2015/NLPTool
Multi-Task Deep Neural Networks for Natural Language Understanding
https://github.com/gatech-eic/s3-router
data2vec: A General Framework for Self-supervised Learning in Speech, Vision and Language
https://github.com/gbcolborne/lang_id
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/gcunhase/embracebert
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/geondopark/ckd
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/georgestein/ssl-legacysurvey
Self-supervised similarity search for large scientific datasets
https://github.com/gggggeun/DeepLearning_Architecture
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/glassroom/heinsen_routing
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/gmcgoldr/theissues
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
https://github.com/goldenbili/Bert_Test2
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/goldenbili/Bert_Test3
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/goldenbili/bert_lamb_pretrain
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/goodluck4s/bert-
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/google-deepmind/xquad
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/google-research-datasets/Crisscrossed-Captions
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO
https://github.com/google-research/flan
https://github.com/google-research/t5x
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
https://github.com/google-research/t5x_retrieval
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
https://github.com/google-research/text-to-text-transfer-transformer
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
https://github.com/google/seqio
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/gouwenrui/cpe-pro-main
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/gprateek-iitk/Quora-question-pair-matching
Bilateral Multi-Perspective Matching for Natural Language Sentences
https://github.com/graison-thomas/TinyFinBERT
TinyBERT: Distilling BERT for Natural Language Understanding
https://github.com/graykode/ALBERT-Pytorch
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
https://github.com/graykode/nlp-tutorial
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/graykode/xlnet-Pytorch
XLNet: Generalized Autoregressive Pretraining for Language Understanding
https://github.com/guilhermevarela/deep_srl-br
Portuguese Word Embeddings: Evaluating on Word Analogies and Natural Language Tasks
출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.