AI Box小组主要关注基于人工智能技术去解决自然语言处理(Natural Language Processing)与社交媒体数据挖掘(Social Media Mining),包括博士研究生、硕士研究生、本科生等10余人。
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving
Improving Conversational Recommendation Systems via Counterfactual Data Simulation
Small Pre-trained Language Models Can be Fine-tuned as Large Models via Over-Parameterization
TOME: A Two-stage Approach for Model-based Retrieval
Zero-shot Visual Question Answering with Language Model Feedback
The Web Can Be Your Oyster for Improving Language Models
MVP: Multi-task Supervised Pre-training for Natural Language Generation
Learning to Imagine: Visually-Augmented Natural Language Generation
Diffusion Models for Non-autoregressive Text Generation: A Survey
EulerNet: Adaptive Feature Interaction Learning via Euler's Formula for CTR Prediction
Towards a More User-Friendly and Easy-to-Use Benchmark Library for Recommender Systems
Learning Vector-Quantized Item Representaction for Transferable Sequential Recommenders
Enhancing Multi-View Smoothness for Sequential Recommendation Models
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph
Towards Efficient and Effective Transformers for Sequential Recommendation
获得奖项:赵鑫老师论文获得 CIKM 2022: Best Resource Paper Runner Up
RecBole 2.0: Towards a More Up-to-Date Recommendation Library
Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
SimANS: Simple Ambiguous Negatives Sampling for Dense Text Retrieval
ELMER: A Non-Autoregressive Pre-trained Language Model for Efficient and Effective Text Generation
获得奖项:杨晨同学论文获得 RecSys 22: Best Student Paper RunnerUp
Modeling Two-Way Selection Preference for Person-Job Fit
TextBox 2.0: A Text Generation Library with Pre-trained Language Models
Privacy-Preserved Neural Graph Similarity Learning
Parameter-Efficient Mixture-of-Experts Architecture for Pre-trained Language Models
Context-Tuning: Learning Contextualized Prompts for Natural Language Generation
RecBole 2.0: Towards a More Up-to-Date Recommendation Library
A Relevant and Diverse Retrieval-enhanced Data Augmentation Framework for Sequential Recommendation
Temporal Contrastive Pre-Training for Sequential Recommendation
Multimodal Meta-Learning for Cold-Start Sequential Recommendation
Modeling Two-Way Selection Preference for Person-Job Fit
A Revisiting Study of Appropriate Offline Evaluation for Top-N Recommendation Algorithms
JiuZhang: A Chinese Pre-trained Language Model for Mathematical Problem Understanding
Feature-aware Diversified Re-ranking with Disentangled Representations for Relevant Recommendation
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning
Towards Universal Sequence Representation Learning for Recommender Systems
A Survey of Vision-Language Pre-Trained Models
Great Truths are Always Simple: A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models
ElitePLM: An Empirical Study on General Language Ability Evaluation of Pretrained Language Models
Learning to Transfer Prompts for Text Generation
CORE: Simple and Effective Session-based Recommendation within Consistent Representation Space
Alleviating Spurious Correlations in Knowledge-aware Recommendations through Counterfactual Generator
Learning to Denoise Unreliable Interactions for Graph Collaborative Filtering
Ada-Ranker: A Data Distribution Adaptive Ranking Paradigm for Sequential Recommendation
Curriculum Pre-Training Heterogeneous Subgraph Transformer for Top-N Recommendation
欢迎了解AI Box研究组 & 线上交流会(2022春)(2022-3-20)
Debiased Contrastive Learning of Unsupervised Sentence Representations
Continual Pre-training of Language Models for Math Problem Understanding with Syntax-Aware Memory Network
原创文章: SIGIR 2022 | 推荐系统相关论文分类整理(2022-4-18)
原创文章: 让ML创造RS:推荐系统中的自动化机器学习(2022-4-14)
原创文章: 一文梳理推荐系统中的特征交互排序模型(2022-4-8)
原创文章: SDM 2022 | GNN预训练中的自适应图表示 —— 图匹配任务(2022-3-30)
原创文章: WSDM 2022 | C2-CRS:用于对话推荐系统的由粗粒度到细粒度的对比学习预训练(2022-3-23)
原创文章: WWW 2022 | 弯道超车:基于纯MLP架构的序列推荐模型(2022-3-16)
原创文章: 百篇论文分类整理看数据增广最新研究进展(2022-3-14)
原创文章: 对比学习在NLP和多模态领域的应用(2022-2-25)
原创文章: Learning to Learn: 点击率预测模型与网络结构搜索相结合的研究进展(2022-2-21)
原创文章: 个性化商品搜索相关研究梳理(2022-2-16)
原创文章: 最新综述:基于预训练语言模型的文本生成(2022-1-14)
Leveraging Search History for Improving Person-Job Fit
Filter-enhanced MLP is All You Need for Sequential Recommendation
Improving Graph Collaborative Filtering with Neighborhood-enriched Contrastive Learning
原创文章: 他山之石可以攻玉!带你走进跨域推荐系统!(2022-1-14)
原创文章: 基于检索的自然语言处理模型研究梳理(2022-1-10)
原创文章: Efficient and Effective: 百篇论文概览负采样方法的前世今生(2021-12-30)
原创文章: 从顶会论文看轻量化微调研究进展(2021-12-26)
原创文章: 从顶会论文看多模态预训练研究进展(2021-12-22)
Neural Graph Matching for Pre-training Graph Neural Networks
原创文章: 一文带你概览Prompt工作新进展(2021-12-17)
原创文章: 再度梳理偏差问题 & 推荐系统去偏最新研究进展<(2021-12-13)
原创文章: 十篇文章速览多模态推荐系统的最新进展(2021-12-8)
原创文章: 万字长文详述对话推荐系统的逻辑与演化(2021-12-2)
原创文章: 从200多篇顶会论文看预训练语言模型研究进展(2021-11-26)
原创文章: 深度学习在数学文本相关领域的研究梳理(2021-11-19)
原创文章: 推荐只需要精确?顶会论文看多样化推荐研究趋势(2021-11-15)
原创文章: 要便利也要隐私! 推荐系统隐私保护的研究进展(2021-11-11)
原创文章: 推荐系统中模型自适应相关技术梳理总结(2021-11-1)
原创文章: 顶会论文看 图对比学习(GNN+CL)研究趋势(2021-10-28)
原创文章: EMNLP 2021 | RocketQAv2:稠密段落检索和段落精排的联合训练方法(2021-10-22)
原创文章: CIKM 2021 | 推荐系统相关论文分类整理(2021-10-18)
原创文章: ACL2022赶会必备,拿来即用之Abstract和Related Work(2021-10-14)
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System
原创文章: 基于预训练语言模型的文本生成研究综述(2021-10-8)
原创文章: EMNLP 2021中预训练模型最新研究进展(2021-9-30)
原创文章: 一文解读元学习研究进展(2021-9-27)
原创文章: 咚咚咚!你期待的RecBole三期来了!(2021-9-17)
原创文章: 可能是目前最全面的知识库复杂问答综述解读(2021-9-10)
RocketQAv2: A Joint Training Method for Dense zlwz/index Retrieval and zlwz/index Re-ranking
Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models
RAST: A Reward Augmented Model for Fine-Grained Sentiment Transfer
原创文章: NLP新宠——浅谈Prompt的前世今生(2021-8-13)
发表论文:卞书青同学论文被 CIKM 2021 Applied Track 录用
Contrastive Curriculum Learning for Sequential User Behavior Modeling via Data Augmentation
发表论文:赵鑫老师论文被 CIKM 2021 Resource Track 录用
RecBole: Towards a Unified, Comprehensive and Efficient Framework for Recommendation Algorithms
原创文章: 小白入门:一文了解推荐系统中的图神经网络(2021-8-5)
原创文章: 推荐系统预训练任务的研究进展(2021-7-30)
AI Box小组招收2021级推免研究生和直博生(2021-7-20)
原创文章: 预训练语言模型相关论文分类整理(2021-7-21)
原创文章: 一文速览 | ACL 2021 最全论文分类(主会+Findings)(2021-7-10)
原创文章: 一文速览 | ACL 2021 主会571篇长文分类汇总(2021-7-8)
原创文章: 小白必看:一文读懂推荐系统负采样(2021-7-7)
原创文章: 基于知识图谱的问答系统相关论文分类整理(2021-7-2)
原创文章: 对话推荐系统相关论文分类整理(2021-6-25)
原创文章: Debiased Recommendation: 推荐系统去偏研究进展概述(2021-6-15)
原创文章: Knowledge In PLM: 语言模型可以作为一种知识库吗?(2021-6-11)
原创文章: 深度学习下的点击率预测:交互与建模(2021-6-3)
发表论文:唐天一同学论文被 APWeb-WAIM 2021 录用
Generating Long and Coherent Text with Multi-Level Generative Adversarial Networks
原创文章: 上下求索——基于双向推理的多跳知识库问答技术(2021-5-26)
TextBox: A Unified, Modularized, and Extensible Framework for Text Generation
CRSLab: An Open-Source Toolkit for Building Conversational Recommender System
原创文章: Learning to Learn:图神经网络上的元学习(2021-5-20)
Debiasing Learning based Cross-domain Recommendation
Interpretable Aspect-aware Capsule Network for Peer Review based Citation Count Prediction
Learning Reliable User Representations from Volatile and Sparse Data to Accurately Predict Customer Lifetime Value
RAPT: Pre-training of Time-Aware Transformer for Learning Robust Healthcare Representation
原创文章: MLP is Maybe Your Need(2021-5-14)
Data Poisoning Attack against Recommender System Using Incomplete and Perturbed Data
Enabling Lightweight Fine-tuning for Pre-trained Language Model Compression based on Matrix Product Operators
Leveraging zlwz/index-Centric Similarity Relation for Improving Dense zlwz/index Retrieval
Few-shot Knowledge Graph-to-Text Generation with Pretrained Language Models
SIGIR 2021 | 推荐系统相关论文分类整理(2021-4-30)
Knowledge-Guided Disentangled Representation Learning for Recommender Systems
Make GNN Great Again: GNN 上的预训练和自监督学习(2021-4-29)
多样性文本生成任务的研究进展(2021-4-22)
A Survey on Complex Knowledge Base Question Answering: Methods, Challenges and Solutions
Pretrained Language Model for Text Generation: A Survey
Lighter and Better: Low-Rank Decomposed Self-Attention Networks for Next-Item Recommendation
Knowledge-based Review Generation by Coherence Enhanced Text Planning
啥?Transformers又来刷CV的榜了?(2021-4-14)
预训练语言模型fine-tuning近期进展概述(2021-4-7)
深入解读首个万亿级语言模型 Switch Transformer(2021-4-6)
NeurIPS 2020 之预训练语言模型压缩(2021-3-25)
Personalized Route Recommendation with Neural Network Enhanced A∗ Search Algorithm
从顶会看自监督学习最新研究进展(2021-3-21)
RocketQA: An Optimized Training Approach to Dense zlwz/index Retrieval for Open-Domain Question Answering
BERT meet KG第二弹:新训练方式,新问题视角(2021-3-12)
Knowledge-Enhanced Text Generation: 知识增强的文本生成研究进展(2021-3-6)
AI Box 小组长期招募科研项目开发学生(2021-3-3)
欢迎选报了解赵鑫老师研究组(2021版)(2021-3-3)
易用又强大的伯乐二期来啦!(2021-1-15)
A Novel Macro-Micro Fusion Network for User Representation Learning on Mobile Apps
Dual Sparse Attention Network for Session-Based Recommendation
AI Box 小组招募寒假科研项目开发学生(2021-1-11)
"妙笔"生花:一个易用、高效的文本生成开源库(2021-1-11)
CRSLab:可能是最适合你的对话推荐系统开源库(2021-1-6)
伯乐:一个易用、强大的PyTorch推荐系统开源库(2020-11-16)
近期必读 ICLR 2021 【NLP】相关论文(2020-10-30)
BERT meet Knowledge Graph:预训练模型与知识图谱相结合的研究进展(2020-10-30)
CIKM 2020 | 如何更为合适地评测推荐算法? Top-N物品推荐算法评测设置回顾(2020-10-16)
Improving Multi-hop Knowledge Base Question Answering by Learning Intermediate Supervision Signals
Towards Topic-Guided Conversational Recommender System
它来啦!AI Box带着专属T恤来啦!(2020-09-23)
CIKM 2020 | 序列推荐预训练:基于互信息最大化的自监督学习(2020-09-13)
比较简短的博士鸡汤和避坑分享(2020-08-27)
SynonymNet: 基于多个上下文双向匹配的同义实体发现(2020-08-08)
Learning to Match Jobs with Resumes from Sparse Interaction Data using Multi-View Co-Teaching Network
Knowledge-Enhanced Personalized Review Generation with Capsule Graph Neural Network
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization
Revisiting Alternative Experimental Settings for Evaluating Top-N Item Recommendation Algorithms
Leveraging Historical Interaction Data for Improving Conversational Recommender System
KDD 2020 |会话推荐系统新进展:基于互信息最大化的多知识图谱语义融合(2020-07-09)
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion
AdaBERT:基于AutoML的BERT自适应压缩(2020-05-29)
Sequential Recommendation with Self-Attentive Multi-Adversarial Network
转载文章:认知推理:从图表示学习和图神经网络的最新理论看AI的未来(2020-04-16)
转载文章:一文详解最近异常火热的self-supervised learning(2020-04-15)
转载文章:【图神经网络】漫谈图神经网络模型 (一) (2020-04-14)
转载文章:最通俗易懂的BiLSTM-CRF模型中的CRF层介绍(2020-04-14)
转载文章:最新必读的8篇「小样本学习(few-shot learning)」2020顶会论文和代码(2020-04-10)
转载文章:对抗训练浅谈:意义、方法和思考(附Keras实现)(2020-04-09)
转载文章:对话推荐系统综述论文,A Survey on CRS(2020-04-08)
转载文章:知识图谱如何用于推荐系统?最新综述论文40+最新方法阐述KG提升RS准确性与可解释性(2020-04-06)
转载文章:复旦邱锡鹏超全NLP预训练模型综述论文:两张图带你梳理完整脉络(2020-04-03)
转载文章:16篇最新WWW 2020图神经网络(GNN)论文解读(2020-04-03)
转载文章:知识图谱研究最新综述论文: 表示学习、知识获取与应用,25页pdf详述KGs技术趋势(2020-02-19)
转载文章:Hinton AAAI2020 演讲:这次终于把胶囊网络做对了(2020-02-16)
Mining Implicit Entity Preference from User-Item Interaction Data for Knowledge Graph Completion via Adversarial Learning
转载文章:科学匠人丨童欣:研究之味 (2020-01-14)
转载文章:28篇标志性论文见证「自然语言处理NLP」2019->2020年度亮点进展 (2020-01-09)
原创文章: 本周论文推荐(12.28-01.03) (2020-01-03)
团建活动:RUC AI Box小组举办轰趴活动 (2020-01-06)
原创文章: 本周论文推荐(12.21-12.27) (2019-12-27)
转载文章:ICLR2020放榜 687篇入选34篇得满分!且看OpenReview数据图文详解 (2019-12-25)
原创文章: 本周论文推荐(12.14-12.20) (2019-12-20)
转载文章:ACL 2020投稿破3千,到底有多少人在做 NLP 研究? (2019-12-19)
转载文章:NeurIPS十年高引学者TOP100榜单发布!这些大牛值得膜拜! (2019-12-18)
转载文章:在深度学习模型的优化上,梯度下降并非唯一的选择 (2019-12-12)
原创文章: 本周论文推荐(11.30-12.06) (2019-12-06)
转载文章:解读!清华、谷歌等10篇强化学习论文总结 (2019-12-04)
原创文章: 本周论文推荐(11.23-11.29) (2019-11-29)
转载文章:斯坦福大牛Jure Leskovec:图神经网络研究最新进展 (2019-11-27)
原创文章: 本周论文推荐(11.16-11.22) (2019-11-22)
转载文章:近期必读的5篇 WSDM 2020【图神经网络(GNN)】相关论文 (2019-11-21)
转载文章:从三大顶会论文看百变Self-Attention (2019-11-20)
讲座预告:开放域知识抽取研究新进展 (2019-11-18)
原创文章: 本周论文推荐(11.9-11.15) (2019-11-15)
转载文章:EMNLP 2019 微软亚洲研究院精选论文解读 (2019-11-14)
原创文章: EMNLP 2019 参会小结及最佳论文解读 (2019-11-14)
转载文章:CIKM2019最佳论文出炉!以色列、阿里巴巴斩获! (2019-11-12)
团建活动:RUC AI Box小组品质伊犁聚餐 (2019-11-10)
参会学习:卞书青同学、李思晴同学赴中国香港参加 EMNLP 2019 大会 (2019-11-08)
活动预告:讲座预告 | Universal Information Extraction (2019-11-06)
转载文章:ELECTRA: 超越BERT, 19年最佳NLP预训练模型 (2019-11-04)
原创文章: 本周论文推荐(10.26-11.1) (2019-11-01)
转载文章:迁移学习在NLP中的演化:从基础到前沿 (2019-10-31)
参会学习:何高乐、侯宇蓬和范欣妍三名同学介绍CCL2019的三个tutorial,对抗生成网络、网络表示学习和预训练模型 (2019-10-30)
转载文章:7500人参会,国内接收论文数量超越美国,ICCV 2019最佳论文揭晓 (2019-10-29)
原创文章: EMNLP 2019 | 基于同行评审文本的论文被引用数预测 (2019-10-29)
转载文章:万字综述之生成对抗网络(GAN) (2019-10-28)
专栏文章:原创 | CCL 2019 参会小结与心得分享 (2019-10-25)
专栏文章:本周论文推荐(10.19-10.25) (2019-10-25)
专栏文章:国际顶级学术会议CIKM2019北京开幕在即,重量级嘉宾带你窥探人工智能前沿 (2019-10-24)
专栏文章:八千字长文深度解读,迁移学习在强化学习中的应用及最新进展 (2019-10-24)
专栏文章:ACL 2019 | 渐入佳境,基于主题感知的Coarse-to-Fine机制的在线评论生成 (2019-10-21)
参会学习:侯宇蓬同学、范欣妍同学赴云南昆明参加CCL2019 (2019-10-20)
专栏文章:本周论文推荐(10.12-10.18) (2019-10-18)
专栏文章:EMNLP2019 | 基于领域自适应的人岗匹配研究 (2019-10-16)
专栏文章:原创 | ICLR 2020 提交论文综述及部分论文解读 (2019-10-16)
专栏文章:XLNet预训练模型,看这篇就够了! (2019-10-16)
专栏文章:本周论文推荐(10.8-10.11) (2019-10-11)
专栏文章:ICLR 2020【预训练语言模型】提交论文全面解读 (2019-10-10)
专栏文章:预训练语言模型(PLM)必读论文清单,附论文PDF、源码和模型链接 (2019-10-09)
专栏文章:本周论文推荐(9.21-9.27) (2019-09-27)
专栏文章:原创 | ACL 2019 参会小结及16篇精选论文解读 (2019-09-26)
专栏文章:推荐系统相关论文整理【内含40篇论文】 (2019-09-24)
专栏文章:本周论文推荐(9.13-9.20) (2019-09-20)
团建活动:RUC AI Box小组举办中秋活动 (2019-09-15)
专栏文章:本周论文推荐(9.9-9.12) (2019-09-12)
参会学习:卞书青同学、李思晴同学赴江苏苏州参加由中文信息学会青工委举办的EMNLP-CIKM论文预讲会 (2019-09-09)
Domain Adaptation for Person-Job Fit with Transferable Deep Global Match Network
A Neural Citation Count Prediction Model based on Peer Review Text
参会学习:李军毅同学赴意大利佛罗伦莎参加 ACL 2019 大会 (2019-07-27)