Information Retrieval Group, Wuhan University, China

Repositories

• CATN

  The implementation of our SIGIR 2020 paper "CATN: Cross-Domain Recommendation for Cold-Start Users via Aspect Transfer Network“, Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng and Aixin Sun
  Python 0 4 0 0 Updated Jul 11, 2020

• PPVAE

  The official Keras implementation of ACL 2020 paper "Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders".
  Jupyter Notebook 0 19 0 0 Updated Jun 30, 2020

• MATINF

  The dataset and PyTorch Implementation for ACL 2020 paper "MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization".
  Python 5 21 0 0 Updated Jun 30, 2020

• topic-evolution-on-social-media

  A collection of papers for topic evolution on social media.
  0 0 0 0 Updated May 31, 2020

• PPGN

  The implementation of "Cross-Domain Recommendation via Preference Propagation GraphNet“, Cheng Zhao, Chenliang Li, Cong Fu, https://doi.org/10.1145/3357384.3358166
  Python 1 6 0 0 Updated Feb 1, 2020

• CARP

  The implementation of “A Capsule Network for Recommendation and Explaining What You Like and Dislike”, Chenliang Li, Cong Quan, Li Peng, Yunwei Qi, Yuming Deng, Libing Wu, https://dl.acm.org/citation.cfm?doid=3331184.3331216

  recommendation explainability caspule-network
  Python 14 41 0 0 Updated Feb 1, 2020

• ME-CNER

  Code for CIKM 2019 paper "Exploiting Multiple Embeddings for Chinese Named Entity Recognition".
  Python 3 13 0 0 Updated Oct 23, 2019

• RNS

  This repository is the implementation of "A Review-Driven Neural Model for Sequential Recommendation", Chenliang Li, Xichuan Niu, Xiangyang Luo, Zhenzhong Chen, Cong Quan, https://www.ijcai.org/proceedings/2019/397
  Python 1 10 1 0 Updated Sep 20, 2019

• PARL

  The implementation of "PARL: Let Strangers Speak Out What You Like", Libing Wu, Cong Quan, Chenliang Li, Donghong Ji, https://doi.org/10.1145/3269206.3271695

  recommendation-system deeplearning rating-prediction review-based
  Python 3 17 1 0 Updated Apr 30, 2019

• DAZER

  The Tensorflow implementation of accepted ACL 2018 paper "A deep relevance model for zero-shot document filtering", Chenliang Li, Wei Zhou, Feng Ji, Yu Duan, Haiqing Chen, http://aclweb.org/anthology/P18-1214

  tensorflow document-classification deeplearning zero-shot document-filtering document-ranking
  Python 12 30 4 0 Updated Apr 29, 2019

• CARL

  The implementation of “A Context-Aware User-Item Representation Learning for Item Recommendation”, Libing Wu, Cong Quan, Chenliang Li, Qian Wang, Bolong Zheng, Xiangyang Luo, https://dl.acm.org/citation.cfm?id=3298988

  recommendation representation-learning context-aware item-recommendation
  Python 4 11 1 0 Updated Apr 11, 2019

• RAGE

  The Tensorflow implementation of "Review-driven Answer Generation for Product-related Questions in E-commerce ", WSDM 2019.

  review tensorflow generation e-commerce answer-generation
  Python 2 18 0 0 Updated Mar 18, 2019

• DFC

  The java implementation of "Seed-Guided Topic Model for Document Filtering and Classification ", TOIS 2018.

  document-classification topic-model dataless document-filtering
  Java 1 2 0 0 Updated Dec 30, 2018

• PDMM

  The java implementation of "Enhancing Topic Modeling for Short Texts with Auxiliary Word Embeddings" TOIS 2017, Chenliang Li, Yu Duan, Haoran Wang, Zhiqian Zhang, Aixin Sun, Zongyang Ma, https://dl.acm.org/citation.cfm?doid=3133943.3091108

  short-text topic-model
  Java 1 4 0 0 Updated Dec 21, 2018

• SMTM

  This is the java implementation of paper "Multi-label Dataless Text Classification with Topic Modeling", Daochen Zha, Chenliang Li, https://arxiv.org/abs/1711.01563

  classification multi-label topic-model dataless
  Java 0 1 2 0 Updated Dec 16, 2018

• STM

  The implementation of 'Effective Document Labeling with Very Few Seed Words: A Topic Modeling Approach', Chenliang Li, Jian Xing, Aixin Sun, Zongyang Ma, https://doi.org/10.1145/2983323.2983721

  document-classification topic-model dataless
  Java 2 11 1 0 Updated May 7, 2018

• GPUDMM

  The implementation of GPU-based Dirichlet Multinomial Mixture model (GPU-DMM) (published in SIGIR 2016)

  short-text topic-model
  Java 5 1 0 0 Updated May 7, 2018

• SATM

  Our Java implementation of Self-Aggregation-Based Topic Model (SATM)

  topic-modeling short-text
  Java 5 6 0 0 Updated Nov 11, 2017

• GSDMM

  Our implementation of collapsed Gibbs Sampling algorithm for Dirichlet Multinomial Mixture model(GSDMM) (published in KDD 2014)

  short-text topic-model
  Java 2 4 0 0 Updated Aug 4, 2017

• BTM

  Our implementation of Biterm Topic Model (BTM) (published in WWW 2013)

  topic-modeling short-text
  Java 0 6 1 0 Updated Aug 2, 2017