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BDBC KG&NLP's Projects

aaai2019-preconf_slide_poster icon aaai2019-preconf_slide_poster

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

aaai2022_contrastnet icon aaai2022_contrastnet

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

acl2022_mtmt icon acl2022_mtmt

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

amp_cvpr2021 icon amp_cvpr2021

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

amt-sit_www2020 icon amt-sit_www2020

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

apva_coling2018 icon apva_coling2018

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

covid-19-tracker icon covid-19-tracker

北航大数据高精尖中心研究团队进行数据来源的整理与获取,利用自然语言处理等技术从已公开全国4626确诊患者轨迹中抽取了基本信息(性别、年龄、常住地、工作、武汉/湖北接触史等)、轨迹(时间、地点、交通工具、事件)及病患关系形成结构化信息

iclr2023_gradient-dissipation icon iclr2023_gradient-dissipation

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

ie-survey icon ie-survey

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。

mixcse_aaai2022 icon mixcse_aaai2022

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

ngcse icon ngcse

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

pin_emnlp2020 icon pin_emnlp2020

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

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