Papers with Code 아카이브

Semantic Textual Similarity

태스크의 하위 분류와 논문·코드·평가·기법·데이터셋을 탐색하세요.

전체 기법 전체 데이터셋

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/chujiezheng/ChID-Dataset

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/chunghyunhee/twitter_disaster_NLP

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/chunhuililili/mt_dnn

Improving Multi-Task Deep Neural Networks via Knowledge Distillation for Natural Language Understanding

https://github.com/circlePi/BERT_Chinese_Text_Class_By_pytorch

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/cliang1453/camero

SMART: Robust and Efficient Fine-Tuning for Pre-trained Natural Language Models through Principled Regularized Optimization

https://github.com/climsocana/tecb-de

TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning

https://github.com/cloneofsimo/RealFormer-pytorch

RealFormer: Transformer Likes Residual Attention

https://github.com/clovaai/textual-kd-slu

RoBERTa: A Robustly Optimized BERT Pretraining Approach

https://github.com/cluebenchmark/simclue

SimCSE: Simple Contrastive Learning of Sentence Embeddings

https://github.com/cmdowney88/embeddingstructure

FOCUS: Effective Embedding Initialization for Monolingual Specialization of Multilingual Models

https://github.com/cmunnis/BERT_vs_Transformer-XL

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/coastalcph/zeroshot_lexglue

Scaling Instruction-Finetuned Language Models

https://github.com/coco60/bert-test

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/codegram/calbert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

https://github.com/codertimo/BERT-pytorch

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/codykala/ABCNN

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

https://github.com/common-english/bert-all

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/complementizer/rl-sentence-compression

Discrete Optimization for Unsupervised Sentence Summarization with Word-Level Extraction

https://github.com/conceptofmind/LaMDA-pytorch

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

https://github.com/conceptofmind/lamda-rlhf-pytorch

Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer

https://github.com/contemn1/sentence_embeddings

Universal Sentence Encoder

https://github.com/coronazap/bert_client

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/cospplay/bert-master

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/croitorualin/reverse-stable-diffusion

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

https://github.com/crx934080895/Bert-CRF_New2

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/cuber2460/bert

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/cuhksz-nlp/SAPar

XLNet: Generalized Autoregressive Pretraining for Language Understanding

https://github.com/cui0523/Code6/tree/main/albert

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

https://github.com/cui0523/Code6/tree/main/ernie

ERNIE: Enhanced Representation through Knowledge Integration

https://github.com/cybertronai/megatron-lm

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/cypressd1999/FYP_2021

ALBERT: A Lite BERT for Self-supervised Learning of Language Representations

https://github.com/daniel-hain/ML_course_maastricht

PatentSBERTa: A Deep NLP based Hybrid Model for Patent Distance and Classification using Augmented SBERT

https://github.com/danlim-wz/analysis_of_social_media_data_about_singapore

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/darr/nerbert

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/darr/nlp_work

BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding

https://github.com/datcancode/sentence-transformers

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

출처: Papers with Code · CC BY-SA 4.0. 아카이브 자료와 새로 수집한 논문은 별도로 관리합니다.