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Dataset Batch(offline) Reinforcement Learning for recommender system
GraphVite: A General and High-performance Graph Embedding System
该仓库尝试整理推荐系统领域的一些经典算法模型
Survey: A collection of AWESOME papers and resources on the large language model (LLM) related recommender system topics.
A latent text-to-image diffusion model
The awesome deeplearning knowledges that i often meet.
Code and models for the paper " Position-Aware Tagging for Aspect Sentiment Triplet Extraction", EMNLP 2020.
(IJCAI 2018) TreeNet: Learning Sentence Representations with Unconstrained Tree Structure
Graph Convolutional Networks for Text Classification. AAAI 2019
Code for "Online and Linear Time Attention by Enforcing Monotonic Alignments"
The code for our newly accepted paper in Pattern Recognition 2020: "U^2-Net: Going Deeper with Nested U-Structure for Salient Object Detection."
Code for using and evaluating SpanBERT.
🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.
ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
ALBERT: A Lite BERT for Self-supervised Learning of Language Representations
IEEE/ACM TASLP 2020: SBERT-WK: A Sentence Embedding Method By Dissecting BERT-based Word Models
A code for "Unsupervised Neural Single-Document Summarization of Reviews via Learning Latent Discourse Structure and its Ranking" in ACL2019
Unsupervised Extractive Summarization based on Position-Augmented Centrality
Source code for the NAACL 2019 paper "SEQ^3: Differentiable Sequence-to-Sequence-to-Sequence Autoencoder for Unsupervised Abstractive Sentence Compression"
An Exhaustive Paper List for Text Summarization
A deep matching model library for recommendations & advertising. It's easy to train models and to export representation vectors which can be used for ANN search.