2024/09
Our ShopBench (LLM Evaluation Benchmark for Shopping) has been accepted at NeurIPS 2024 - Datasets & Benchmarks!
2024/07
We have announced the winners for the Amazon KDD Cup 2024!
2024/07
One paper on LLM-based Explainable Recommendation is accepted by CIKM 2024.
2024/07
Amazon Rufus is now available to all U.S. customers in the Amazon Shopping app!
2024/05
One paper on Life-Long Learning for Attribute Extraction is accepted by ACL 2024.
2024/02
One paper on Cross-Lingual Transfer Beyond Texts is accepted by LREC-Coling 2024.
2024/02
Conversational Shopping with Amazon through our LLM: Amazon announces Rufus …
2023/10
Two papers on Multi-Domain Prompting and Knowledge-Selective Pretraining are accepted by EMNLP 2023.
2023/09
One paper on Web Search Augmented Open Relation Extraction is accepted by TKDE.
2023/07
One paper on Dialogue Slot Induction is accepted by SIGDIAL 2023.
2023/05
One paper on Tabular Data Catalog Cleaning is accepted by ACL 2023 - Industry Track.
2023/05
Five papers (Open-World Attribute Mining/Relational Text Augmentation/KG Geometric Embedding/Cross-Lingual Transfer/Cross-Modal Transfer) are accepted by ACL 2023.
2023/04
One paper on Rationale Extraction is accepted by SIGIR 2023.
2022/12
Accepted the invitation to serve on the Program Committee of ACL 2023.
2022/09
Accepted the invitation to serve on the Program Committee of TheWebConf 2023.
2022/06
Accepted the invitation to serve on the Program Committee of WSDM 2023, EMNLP 2022, AACL-IJCNLP 2022.
2022/05
We released code & data for our Open-World Attribute Mining paper.
2022/04
One paper on Unsupervised Relation Extraction is accepted by NAACL 2022.
2022/03
Accepted the invitation to serve on the Program Committee of CIKM 2022 Applied Research Track.
2022/01
One paper on Drug-Target Interaction Prediction is accepted by PAKDD 2022.
2022/01
One paper on Open-World Attribute Mining is accepted by TheWebConf 2022.
2021/11
Accepted the invitation to serve on the Program Committee of SIGKDD 2022 Applied Data Science Track.
2021/09
Accepted the invitation to serve on the Program Committee of TheWebConf 2022.
2021/08
Three papers (2xRelation Extraction, Conversational Search) are accepted by EMNLP 2021.
2021/08
Accepted the invitation to serve on the Program Committee of AAAI 2022.
2021/08
Accepted the invitation to serve on the Program Committee of WSDM 2022.
2021/07
Slides for our KDD 2021 tutorial are available!
2021/05
Our tutorial All You Need to Know to Build a Product Knowledge Graph is accepted at KDD 2021.
2021/05
Accepted the invitation to serve on the Program Committee of CIKM 2021 Applied Research Track.
2021/04
The code & data for our Minimally-Supervised Text Classification paper is available.
2021/03
Accepted the invitation to serve on the Program Committee of EMNLP 2021.
2021/01
One paper on Minimally-Supervised Text Classification is accepted by TheWebConf 2021.
2020/11
One paper on Low-Shot NLP is accepted by CogMI 2020.
2020/10
Accepted the invitation to serve on the Program Committee of NAACL-HLT 2021.
2020/09
Two papers on Few-Shot NLU and Self-Supervised OpenIE are accepted by EMNLP 2020.
2020/08
I am co-organizing the KR2ML workshop at NeurIPS 2020. Call for papers is out now!
2020/08
Accepted the invitation to serve on the Program Committee of AAAI 2021.
2020/07
One co-authored paper on Incipient Knowledge Graph Population is accepted by TKDE.
2020/05
Two papers on Taxonomy Enrichment and Product KG Construction are accepted by KDD 2020.
2020/04
One co-authored paper on Generative Link Prediction is accepted by WWWJ.
2020/04
One co-authored paper on Synonym Discovery is accepted by IJCAI 2020.
2020/03
Accepted the invitation to serve on the Program Committee of EMNLP 2020, AACL-IJCNLP 2020, and CCL 2020.
2020/03
Accepted the invitation to serve on the Program Committee of RecSys 2020.
2019/08
One co-authored paper on Question Refinement is accepted by CIKM 2019.
2019/08
One co-authored paper on Causal Reinforcement Learning is accepted by ICDM 2019.
2019/08
Accepted the invitation to serve on the Program Committee of AAAI 2020.
2019/07
The dataset and code for our paper Joint Slot Filling and Intent Detection via Capsule Neural Networks is available [Code&Data].
2019/05
Accepted the invitation to serve on the Program Committee of CIKM 2019.
2019/05
One paper on Intent Detection & Slot Filling and one on Named Entity Recognition are accepted by ACL 2019.
2019/04
I defended my thesis titled Structured Knowledge Discovery from Massive Text Corpus.
2019/03
One co-authored paper on Knowledge Graph Completion is accepted by IJCNN 2019.
2019/02
Accepted the invitation to serve on the Program Committee of ACL 2019.
2019/01
One co-authored paper on Relation Extraction is accepted by WWW 2019.