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Summary of Related Research on Image-Text Matching
Implementation of our CVPR2020 paper, Graph Structured Network for Image-Text Matching
the repository of A survey on image-text multimodal models
Generative label fused network for image–text matching
Position Focused Attention Network for Image-Text Matching
The official source code for the paper Consensus-Aware Visual-Semantic Embedding for Image-Text Matching (ECCV 2020)
Learning Semantic Relationship among Instances for Image-Text Matching, CVPR, 2023
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
Source code for TCSVT paper “Deep Semantic-Aware Proxy Hashing for Multi-Label Cross-Modal Retrieval”
Official implementation of the paper "ALADIN: Distilling Fine-grained Alignment Scores for Efficient Image-Text Matching and Retrieval"
EMNLP'22 | MedCLIP: Contrastive Learning from Unpaired Medical Images and Texts
Text Matching Based on LCQMC: A Large-scale Chinese Question Matching Corpus
Use deep models including BiLSTM, ABCNN, ESIM, RE2, BERT, etc. and evaluate on 5 Chinese NLP datasets: LCQMC, BQ Corpus, ChineseSTS, OCNLI, CMNLI
Supplementary Features of BiLSTM for Enhanced Sequence Labeling
Facilitating the design, comparison and sharing of deep text matching models.
MLNLP: This repository is a collection of AI top conferences papers (e.g. ACL, EMNLP, NAACL, COLING, AAAI, IJCAI, ICLR, NeurIPS, and ICML) with open resource code
Similarities: a toolkit for similarity calculation and semantic search. 相似度计算、匹配搜索工具包，支持亿级数据文搜文、文搜图、图搜图，python3开发，开箱即用。
State-of-the-Art Text Embeddings
text2vec, text to vector. 文本向量表征工具，把文本转化为向量矩阵，实现了Word2Vec、RankBM25、Sentence-BERT、CoSENT等文本表征、文本相似度计算模型，开箱即用。
⚛️ It is keras based implementation of siamese architecture using lstm encoders to compute text similarity
Tensorflow based implementation of deep siamese LSTM network to capture phrase/sentence similarity using character/word embeddings