Papers with Code 아카이브
Semantic Textual Similarity
태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.
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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/bigscience-workshop/architecture-objective
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
https://github.com/binhetech/bert-application
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/bino282/bert4news
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/bio-ontology-research-group/EL2Box_embedding
EL Embeddings: Geometric construction of models for the Description Logic EL ++
https://github.com/bit-ml/anoshift
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/blawok/named-entity-recognition
https://github.com/bluejurand/Kaggle_QA_Google_Labeling
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/bm-k/kosentencebert-skt
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
https://github.com/bm-k/kosimcse-skt
https://github.com/bojone/labse
https://github.com/boknilev/nmt-repr-analysis
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
https://github.com/brightjade/CS492E-CiteRec
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
https://github.com/brightmart/albert_zh
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
https://github.com/brightmart/bert_customized
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/brightmart/bert_original
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/brightmart/roberta_zh
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/brightmart/text_classification
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/broccolik/BERT-NER
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/cactilab/hateguard
https://github.com/carrliitos/NLPInformationExtraction
Description and Evaluation of Semantic Similarity Measures Approaches
https://github.com/caskcsg/sentemb
DistilCSE: Effective Knowledge Distillation For Contrastive Sentence Embeddings
https://github.com/cccntu/ft5-demo
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
https://github.com/cccntu/ft5-demo-space
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
https://github.com/cdpierse/transformers-interpret
Supervised Learning of Universal Sentence Representations from Natural Language Inference Data
https://github.com/cea-list/sce
Similarity Contrastive Estimation for Self-Supervised Soft Contrastive Learning
https://github.com/cedrickchee/pytorch-pretrained-BERT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/ceshine/textrank_summary_benchmark
https://github.com/chalothon/BERT_Practice
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/chambliss/Multilingual_NER
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/chandu7077/mybert
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/charles9n/bert-sklearn
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/chen-xiong-yi/OwnBERT
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/chesterdu/contrastive_summary
XLNet: Generalized Autoregressive Pretraining for Language Understanding
https://github.com/chiayewken/bert-qa
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
https://github.com/chrisleunglokhin/Capstone-BERT
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.