Repositories list

• AMT-SIT_WWW2020

  Public
  Code and dataset for our paper "Anchored Model Transfer and Soft Instance Transfer for Cross-Task Cross-Domain Learning: A Study Through Aspect-Level Sentiment Classification", WWW2020

  natural-language-processingdeep-learningneural-network+ 3transfer-learningpseudo-labelingmultitask-learning

  Python

  •

  MIT License

  •0•0•0•3•Updated Jul 25, 2024Jul 25, 2024

• RepWalk_AAAI2020

  Public
  Code and dataset for our paper "Replicate, Walk, and Stop on Syntax: an Effective Neural Network Model for Aspect-Level Sentiment Classification", AAAI2020

  Python

  •

  MIT License

  •0•1•0•3•Updated Jul 25, 2024Jul 25, 2024

• UnderstandingCSE

  Public
  Official Implementation of Paper *Towards Better Understanding of Contrastive Sentence Representation Learning: A Unified Paradigm for Gradient*

  Python

  •

  MIT License

  •0•1•0•0•Updated Jun 13, 2024Jun 13, 2024

• AAAI2022_ContrastNet

  Public
  code and data for AAAI2022 paper "ContrastNet: A Contrastive Learning Framework for Few-Shot Text Classification"

  1•25•2•0•Updated Jan 27, 2024Jan 27, 2024

• NGCSE

  Public
  Official implementation for the paper *Narrowing the Gap between Supervised and Unsupervised Sentence Representation Learning with Large Language Model*

  Python

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  MIT License

  •0•5•0•0•Updated Dec 19, 2023Dec 19, 2023

• SIGKDD2023_Latent_Outlier_Softening

  Public
  Code and dataset for our paper "Open-Set Semi-Supervised Text Classification with Latent Outlier Softening", SIGKDD2023

  Python

  •3•6•0•0•Updated Jun 8, 2023Jun 8, 2023

• ICLR2023_Gradient-Dissipation

  Public
  Code and dataset for our paper "On The Inadequacy of Optimizing Alignment and Uniformity in Contrastive Learning of Sentence Representations", ICLR2023

  Python

  •0•6•0•0•Updated Jun 7, 2023Jun 7, 2023

• AAAI2023_AWD

  Public
  Python

  •1•1•1•0•Updated May 16, 2023May 16, 2023

• QA-Survey-CN

  Public
  北京航空航天大学大数据高精尖中心自然语言处理研究团队开展了智能问答的研究与应用总结。包括基于知识图谱的问答（KBQA），基于文本的问答系统（TextQA），基于表格的问答系统（TableQA）、基于视觉的问答系统（VisualQA）和机器阅读理解（MRC）等，每类任务分别对学术界和工业界进行了相关总结。

  qasurveyvqa+ 6cqakbqaqa-surveytqanlpquestion-answering

  261•1.7k•1•0•Updated Apr 6, 2023Apr 6, 2023

• Generating-Chinese-Ci_AAAI2019

  Public
  Python

  •1•1•0•1•Updated Dec 9, 2022Dec 9, 2022

• EMNLP2022_Explicit_Role_Interaction_Network

  Public
  Python

  •0•0•0•0•Updated Nov 7, 2022Nov 7, 2022

• CCL2022-DQAB

  Public
  CCL2022 领域问答库构建测评

  Python

  •2•19•1•0•Updated Oct 31, 2022Oct 31, 2022

• ACL2022_MTMT

  Public
  Pytorch implementation of "An Unsupervised Multiple-Task and Multiple-Teacher Model for Cross-lingual Named Entity Recognition"

  Python

  •0•5•4•0•Updated Sep 21, 2022Sep 21, 2022

• Chinese-Pretrain-MRC-Model

  Public
  Python

  •7•16•1•0•Updated Jun 22, 2022Jun 22, 2022

• MixCSE_AAAI2022

  Public
  Code for AAAI 2022 paper Unsupervised Sentence Representation via Contrastive Learning with Mixing Negatives

  Python

  •4•21•6•0•Updated Jun 14, 2022Jun 14, 2022

• WWW2021_USAL

  Public
  Source code of the WWW2021 paper "Unsupervised Semantic Association Learning with Latent Label Inference".

  Python

  •0•1•0•0•Updated Jun 5, 2022Jun 5, 2022

• IE-Survey

  Public
  北京航空航天大学大数据高精尖中心自然语言处理研究团队对信息抽取领域的调研。包括实体识别，关系抽取，属性抽取等子任务，每类子任务分别对学术界和工业界进行调研。

  extractionsurveynlp

  69•457•2•0•Updated Apr 29, 2022Apr 29, 2022

• QA-Survey

  Public
  0•1•0•0•Updated Mar 31, 2022Mar 31, 2022

• AAAI2022-preconf_slide

  Public
  AAAI2022预讲会PPT

  0•2•0•0•Updated Feb 10, 2022Feb 10, 2022

• Covolution_over_Dependency_Tree_EMNLP2019

  Public
  Here is the code for the paper ``Aspect-Level Sentiment Analysis via Convolution over Dependency Tree'' accepted by EMNLP2019.

  aspect-based-sentiment-analysisgraph-convolutional-neural-networks

  Python

  •5•19•2•0•Updated Nov 18, 2021Nov 18, 2021

• Progressive_AAAI2021

  Public
  Python

  •0•4•1•0•Updated Nov 17, 2021Nov 17, 2021

• Recurrent_Interaction_Network_EMNLP2020

  Public
  Here is the code for the paper ``Recurrent Interaction Network for Jointly Extracting Entities and Classifying Relations'' accepted by EMNLP2020.

  relation-extractionmultitask-learning

  Python

  •6•12•0•0•Updated Nov 17, 2021Nov 17, 2021

• LST-AGCN_AAAI2020

  Public
  0•0•1•0•Updated Nov 1, 2021Nov 1, 2021

• AMP_CVPR2021

  Public
  Code for our paper "Regularizing Neural Networks via Adversarial Model Perturbation", CVPR2021

  machine-learningdeep-learningregularization+ 4cvprnerual-networkcvpr2021regularizing-neural-networks

  Python

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  MIT License

  •8•0•0•0•Updated Apr 29, 2021Apr 29, 2021

• TEN_EMNLP2020

  Public
  The code and data for the Findings of EMNLP 2020 paper: Neural Dialogue State Tracking with Temporally Expressive Networks

  Python

  •1•2•0•0•Updated Apr 28, 2021Apr 28, 2021

• PIN_EMNLP2020

  Public
  The code and data for EMNLP 2020 paper: Parallel Interactive Networks for Multi-Domain Dialogue State Generation

  Python

  •1•5•0•0•Updated Mar 2, 2021Mar 2, 2021

• AAAI2021-Scalar-Embedding-of-Relative-Positions

  Public
  Python

  •2•4•0•0•Updated Dec 17, 2020Dec 17, 2020

• Syntax-Encoding_EMNLP2018

  Public
  nlpclassificationauthorship-attribution+ 1sytanx

  Python

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  MIT License

  •3•3•2•0•Updated Sep 17, 2020Sep 17, 2020

• AAAI2019-preconf_slide_poster

  Public
  由中文信息学会青年工作委员会主办，北航大数据科学与脑机智能高精尖创新中心承办的 AAAI-19 预讲会相关资源现整理开放，欢迎大家关注使用

  aiconferenceslides

  1•1•0•1•Updated Sep 17, 2020Sep 17, 2020

• APVA_COLING2018

  Public
  The code and data for COLING 2018 paper: The APVA-TURBO Approach To Question Answering in Knowledge Base

  Python

  •84•0•0•0•Updated Aug 5, 2020Aug 5, 2020