BDBC KG&NLP

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38 repositories

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-processing deep-learning neural-network transfer-learning pseudo-labeling multitask-learning
Python
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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
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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
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MIT License
•0•2•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。
qa survey vqa cqa kbqa qa-survey tqa nlp question-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。
extraction survey nlp
69•460•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-analysis graph-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-extraction multitask-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-learning deep-learning regularization cvpr nerual-network cvpr2021 regularizing-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
nlp classification authorship-attribution sytanx
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
ai conference slides
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