Wang-Chiew Tan

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 88

Top Topics

Semantic Tagging

Fraud Detection

Opinion Summarization

Top Venues

Proc. VLDB Endow.

SIGMOD Conference

Publications

Alon Y. Halevy, Yuliang Li, Wang-Chiew Tan
Personal Manifold: Management of Personal Data in the Age of Large Language Models. ICDE (2024)
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Jinli Cao, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Stratos Idreos, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Fatma Özcan, Liat Peterfreund, Soror Sahri, Sana Sellami, Roee Shraga, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Genoveva Vargas-Solar, Meihui Zhang, Wenjie Zhang
Diversity, Equity and Inclusion Activities in Database Conferences: A 2023 Report. SIGMOD Rec. 53 (2) (2024)
Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi, Jing Nathan Yan, Alon Y. Halevy
TimelineQA: A Benchmark for Question Answering over Timelines. CoRR (2023)
Wang-Chiew Tan, Jane Dwivedi-Yu, Yuliang Li, Lambert Mathias, Marzieh Saeidi, Jing Nathan Yan, Alon Y. Halevy
TimelineQA: A Benchmark for Question Answering over Timelines. ACL (Findings) (2023)
Sihem Amer-Yahia, Divyakant Agrawal, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Renata Borovica-Gajic, Jesús Camacho-Rodríguez, Barbara Catania, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Gillian Dobbie, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Behrooz Omidvar-Tehrani, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Shazia Sadiq, Sana Sellami, Utku Sirin, Wang-Chiew Tan, Bhavani Thuraisingham, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Victor Zakhary, Meihui Zhang
Diversity, Equity and Inclusion Activities in Database Conferences: A 2022 Report. SIGMOD Rec. 52 (2) (2023)
Wang-Chiew Tan, Yuliang Li, Pedro Rodriguez, Richard James, Xi Victoria Lin, Alon Y. Halevy, Scott Yih
Reimagining Retrieval Augmented Language Models for Answering Queries. CoRR (2023)
Wang-Chiew Tan
Unstructured and structured data: Can we have the best of both worlds with large language models? IEEE Data Eng. Bull. 46 (2) (2023)
Wang-Chiew Tan
Unstructured and structured data: Can we have the best of both worlds with large language models? CoRR (2023)
Wang-Chiew Tan, Yuliang Li, Pedro Rodriguez, Richard James, Xi Victoria Lin, Alon Y. Halevy, Wen-tau Yih
Reimagining Retrieval Augmented Language Models for Answering Queries. ACL (Findings) (2023)
Xin Luna Dong, Bo Li, Julia Stoyanovich, Anthony Kum Hoe Tung, Gerhard Weikum, Alon Y. Halevy, Wang-Chiew Tan
Personal Data for Personal Use: Vision or Reality? SIGMOD Conference Companion (2023)
Yuliang Li, Jinfeng Li, Yoshi Suhara, AnHai Doan, Wang-Chiew Tan
Effective entity matching with transformers. VLDB J. 32 (6) (2023)
Sihem Amer-Yahia, Yael Amsterdamer, Sourav S. Bhowmick, Angela Bonifati, Philippe Bonnet, Renata Borovica-Gajic, Barbara Catania, Tania Cerquitelli, Silvia Chiusano, Panos K. Chrysanthis, Carlo Curino, Jérôme Darmont, Amr El Abbadi, Avrilia Floratou, Juliana Freire, Alekh Jindal, Vana Kalogeraki, Georgia Koutrika, Arun Kumar, Sujaya Maiyya, Alexandra Meliou, Madhulika Mohanty, Felix Naumann, Nele Sina Noack, Fatma Özcan, Liat Peterfreund, Wenny Rahayu, Wang-Chiew Tan, Yuanyuan Tian, Pinar Tözün, Genoveva Vargas-Solar, Neeraja J. Yadwadkar, Meihui Zhang
Diversity and Inclusion Activities in Database Conferences: A 2021 Report. SIGMOD Rec. 51 (2) (2022)
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çagatay Demiralp, Chen Chen, Wang-Chiew Tan
Annotating Columns with Pre-trained Language Models. SIGMOD Conference (2022)
Yuliang Li, Aaron Feng, Jinfeng Li, Shuwei Chen, Saran Mumick, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan
Querying subjective data. VLDB J. 30 (1) (2021)
Wang-Chiew Tan
Deep Data Integration. SIGMOD Conference (2021)
Yuliang Li, Xiaolan Wang, Zhengjie Miao, Wang-Chiew Tan
Data Augmentation for ML-driven Data Preparation and Integration. Proc. VLDB Endow. 14 (12) (2021)
Sainyam Galhotra, Behzad Golshan, Wang-Chiew Tan
Adaptive Rule Discovery for Labeling Text Data. SIGMOD Conference (2021)
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan
Convex Aggregation for Opinion Summarization. CoRR (2021)
Yoshihiko Suhara, Jinfeng Li, Yuliang Li, Dan Zhang, Çagatay Demiralp, Chen Chen, Wang-Chiew Tan
Annotating Columns with Pre-trained Language Models. CoRR (2021)
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, Jin Wang, Wataru Hirota, Wang-Chiew Tan
Deep Entity Matching: Challenges and Opportunities. ACM J. Data Inf. Qual. 13 (1) (2021)
Hayate Iso, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Wang-Chiew Tan
Convex Aggregation for Opinion Summarization. EMNLP (Findings) (2021)
Nofar Carmeli, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Yuliang Li, Jinfeng Li, Wang-Chiew Tan
Constructing Explainable Opinion Graphs from Reviews. WWW (2021)
Xiong Zhang, Jonathan Engel, Sara Evensen, Yuliang Li, Çagatay Demiralp, Wang-Chiew Tan
Teddy: A System for Interactive Review Analysis. CoRR (2020)
Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis, Wang-Chiew Tan
OpinionDigest: A Simple Framework for Opinion Summarization. ACL (2020)
Wang-Chiew Tan
Unleashing the Power of Subjective Data: Managing Experiences as First-Class Citizens. KDD (2020)
Aaron Feng, Shuwei Chen, Yuliang Li, Hiroshi Matsuda, Hidekazu Tamaki, Wang-Chiew Tan
Towards Productionizing Subjective Search Systems. CoRR (2020)
Jinfeng Li, Yuliang Li, Xiaolan Wang, Wang-Chiew Tan
Deep or Simple Models for Semantic Tagging? It Depends on your Data [Experiments]. CoRR (2020)
Xiong Zhang, Jonathan Engel, Sara Evensen, Yuliang Li, Çagatay Demiralp, Wang-Chiew Tan
Teddy: A System for Interactive Review Analysis. CHI (2020)
Sainyam Galhotra, Behzad Golshan, Wang-Chiew Tan
Adaptive Rule Discovery for Labeling Text Data. CoRR (2020)
Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization. AAAI (2020)
Aaron Traylor, Chen Chen, Behzad Golshan, Xiaolan Wang, Yuliang Li, Yoshihiko Suhara, Jinfeng Li, Çagatay Demiralp, Wang-Chiew Tan
Enhancing Review Comprehension with Domain-Specific Commonsense. CoRR (2020)
Johannes Bjerva, Nikita Bhutani, Behzad Golshan, Wang-Chiew Tan, Isabelle Augenstein
SubjQA: A Dataset for Subjectivity and Review Comprehension. CoRR (2020)
Yoshihiko Suhara, Xiaolan Wang, Stefanos Angelidis, Wang-Chiew Tan
OpinionDigest: A Simple Framework for Opinion Summarization. CoRR (2020)
Xiaolan Wang, Yoshihiko Suhara, Natalie Nuno, Yuliang Li, Jinfeng Li, Nofar Carmeli, Stefanos Angelidis, Eser Kandogann, Wang-Chiew Tan
ExtremeReader: An interactive explorer for customizable and explainable review summarization. WWW (Companion Volume) (2020)
Wang-Chiew Tan
Technical perspective: Entity matching with Magellan. Commun. ACM 63 (8) (2020)
Zhengjie Miao, Yuliang Li, Xiaolan Wang, Wang-Chiew Tan
Snippext: Semi-supervised Opinion Mining with Augmented Data. WWW (2020)
Nofar Carmeli, Xiaolan Wang, Yoshihiko Suhara, Stefanos Angelidis, Yuliang Li, Jinfeng Li, Wang-Chiew Tan
ExplainIt: Explainable Review Summarization with Opinion Causality Graphs. CoRR (2020)
David Maier, Rachel Pottinger, AnHai Doan, Eduard C. Dragut, Bill Howe, Joanne Lateulere, John Lateulere, Mostafa Milani, Tilmann Rabl, Dan Suciu, Yufei Tao, Wang-Chiew Tan, Kristin Tufte
Advice from SIGMOD/PODS 2020. SIGMOD Rec. 49 (3) (2020)
Jinfeng Li, Yuliang Li, Xiaolan Wang, Wang-Chiew Tan
Deep or Simple Models for Semantic Tagging? It Depends on your Data. Proc. VLDB Endow. 13 (11) (2020)
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, Wang-Chiew Tan
Deep Entity Matching with Pre-Trained Language Models. CoRR (2020)
Yuliang Li, Jinfeng Li, Yoshihiko Suhara, AnHai Doan, Wang-Chiew Tan
Deep Entity Matching with Pre-Trained Language Models. Proc. VLDB Endow. 14 (1) (2020)
Johannes Bjerva, Nikita Bhutani, Behzad Golshan, Wang-Chiew Tan, Isabelle Augenstein
SubjQA: A Dataset for Subjectivity and Review Comprehension. EMNLP (1) (2020)
Dan Zhang, Yoshihiko Suhara, Jinfeng Li, Madelon Hulsebos, Çagatay Demiralp, Wang-Chiew Tan
Sato: Contextual Semantic Type Detection in Tables. Proc. VLDB Endow. 13 (11) (2020)
Zhengjie Miao, Yuliang Li, Xiaolan Wang, Wang-Chiew Tan
Snippext: Semi-supervised Opinion Mining with Augmented Data. CoRR (2020)
Nikita Bhutani, Aaron Traylor, Chen Chen, Xiaolan Wang, Behzad Golshan, Wang-Chiew Tan
Sampo: Unsupervised Knowledge Base Construction for Opinions and Implications. AKBC (2020)
Danni Ma, Chen Chen, Behzad Golshan, Wang-Chiew Tan
Essentia: Mining Domain-specific Paraphrases with Word-Alignment Graphs. TextGraphs@EMNLP (2019)
Yuliang Li, Aaron Feng, Jinfeng Li, Saran Mumick, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan
Subjective Databases. CoRR (2019)
Sara Evensen, Yoshihiko Suhara, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan, Saran Mumick
Happiness Entailment: Automating Suggestions for Well-Being. CoRR (2019)
Danni Ma, Chen Chen, Behzad Golshan, Wang-Chiew Tan
Essentia: Mining Domain-Specific Paraphrases with Word-Alignment Graphs. CoRR (2019)
Dan Zhang, Yoshihiko Suhara, Jinfeng Li, Madelon Hulsebos, Çagatay Demiralp, Wang-Chiew Tan
Sato: Contextual Semantic Type Detection in Tables. CoRR (2019)
Wataru Hirota, Yoshihiko Suhara, Behzad Golshan, Wang-Chiew Tan
Emu: Enhancing Multilingual Sentence Embeddings with Semantic Specialization. CoRR (2019)
Sara Evensen, Aaron Feng, Alon Y. Halevy, Jinfeng Li, Vivian Li, Yuliang Li, Huining Liu, George A. Mihaila, John Morales, Natalie Nuno, Ekaterina Pavlovic, Wang-Chiew Tan, Xiaolan Wang
Voyageur: An Experiential Travel Search Engine. WWW (2019)
Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Y. Halevy, H. V. Jagadish
Open Information Extraction from Question-Answer Pairs. NAACL-HLT (1) (2019)
Sara Evensen, Yoshihiko Suhara, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan, Saran Mumick
Happiness Entailment: Automating Suggestions for Well-Being. ACII (2019)
Douglas Burdick, Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang-Chiew Tan
Expressive power of entity-linking frameworks. J. Comput. Syst. Sci. 100 (2019)
Yuliang Li, Aaron Feng, Jinfeng Li, Saran Mumick, Alon Y. Halevy, Vivian Li, Wang-Chiew Tan
Subjective Databases. Proc. VLDB Endow. 12 (11) (2019)
Nikita Bhutani, Yoshihiko Suhara, Wang-Chiew Tan, Alon Y. Halevy, H. V. Jagadish
Open Information Extraction from Question-Answer Pairs. CoRR (2019)
Sara Evensen, Aaron Feng, Alon Y. Halevy, Jinfeng Li, Vivian Li, Yuliang Li, Huining Liu, George A. Mihaila, John Morales, Natalie Nuno, Ekaterina Pavlovic, Wang-Chiew Tan, Xiaolan Wang
Voyageur: An Experiential Travel Search Engine. CoRR (2019)
Wang-Chiew Tan
Enabling Search by Experience. AMW (2019)
Vivian Li, Alon Y. Halevy, Adi Zief-Balteriski, Wang-Chiew Tan, George A. Mihaila, John Morales, Natalie Nuno, Huining Liu, Chen Chen, Xiaojuan Ma, Shani Robins, Jessica Johnson
Jo: The Smart Journal. CoRR (2019)
Wang-Chiew Tan
What I probably did right and what I think I could have done better. Proc. VLDB Endow. 12 (12) (2019)
Akari Asai, Sara Evensen, Behzad Golshan, Alon Y. Halevy, Vivian Li, Andrei Lopatenko, Daniela Stepanov, Yoshihiko Suhara, Wang-Chiew Tan, Yinzhan Xu
HappyDB: A Corpus of 100, 000 Crowdsourced Happy Moments. CoRR (2018)
Dan Iter, Alon Y. Halevy, Wang-Chiew Tan
FrameIt: Ontology Discovery for Noisy User-Generated Text. NUT@EMNLP (2018)
Xiaolan Wang, Aaron Feng, Behzad Golshan, Alon Y. Halevy, George A. Mihaila, Hidekazu Oiwa, Wang-Chiew Tan
Scalable Semantic Querying of Text. CoRR (2018)
Akari Asai, Sara Evensen, Behzad Golshan, Alon Y. Halevy, Vivian Li, Andrei Lopatenko, Daniela Stepanov, Yoshihiko Suhara, Wang-Chiew Tan, Yinzhan Xu
HappyDB: A Corpus of 100, 000 Crowdsourced Happy Moments. LREC (2018)
Ariel Jarovsky, Tova Milo, Slava Novgorodov, Wang-Chiew Tan
Rule Sharing for Fraud Detection via Adaptation. ICDE (2018)
Chen Chen, Behzad Golshan, Alon Y. Halevy, Wang-Chiew Tan, AnHai Doan
BigGorilla: An Open-Source Ecosystem for Data Preparation and Integration. IEEE Data Eng. Bull. 41 (2) (2018)
Wang-Chiew Tan
Technical Perspective: : Toward Building Entity Matching Management Systems. SIGMOD Rec. 47 (1) (2018)
Xiaolan Wang, Jiyu Komiya, Yoshihiko Suhara, Aaron Feng, Behzad Golshan, Alon Y. Halevy, Wang-Chiew Tan
Koko: A System for Scalable Semantic Querying of Text. Proc. VLDB Endow. 11 (12) (2018)
Balder ten Cate, Phokion G. Kolaitis, Kun Qian, Wang-Chiew Tan
Active Learning of GAV Schema Mappings. PODS (2018)
Ariel Jarovsky, Tova Milo, Slava Novgorodov, Wang-Chiew Tan
GOLDRUSH: Rule Sharing System for Fraud Detection. Proc. VLDB Endow. 11 (12) (2018)
Tova Milo, Slava Novgorodov, Wang-Chiew Tan
Interactive Rule Refinement for Fraud Detection. EDBT (2018)
Wang-Chiew Tan
Technical Perspective: : A Relational Framework for Classifier Engineering. SIGMOD Rec. 47 (1) (2018)
Peter Buneman, Wang-Chiew Tan
Data Provenance: What next? SIGMOD Rec. 47 (3) (2018)
Xiaolan Wang, Aaron Feng, Behzad Golshan, Alon Y. Halevy, George A. Mihaila, Hidekazu Oiwa, Wang-Chiew Tan
Scalable Semantic Querying of Text. Proc. VLDB Endow. 11 (9) (2018)
Behzad Golshan, Alon Y. Halevy, George A. Mihaila, Wang-Chiew Tan
Data Integration: After the Teenage Years. PODS (2017)
Balder ten Cate, Phokion G. Kolaitis, Kun Qian, Wang-Chiew Tan
Approximation Algorithms for Schema-Mapping Discovery from Data Examples. ACM Trans. Database Syst. 42 (2) (2017)
Wang-Chiew Tan
Technical Perspective: Attacking the Problem of Consistent Query Answering. SIGMOD Rec. 45 (1) (2016)
Ladan Golshanara, Jan Chomicki, Wang-Chiew Tan
Temporal Data Exchange. CoRR (2016)
Douglas Burdick, Ronald Fagin, Phokion G. Kolaitis, Lucian Popa, Wang-Chiew Tan
A Declarative Framework for Linking Entities. ACM Trans. Database Syst. 41 (3) (2016)
Xin Luna Dong, Anastasios Kementsietsidis, Wang-Chiew Tan
A Time Machine for Information: Looking Back to Look Forward. SIGMOD Rec. 45 (2) (2016)
Wang-Chiew Tan
Database Theory Column: Report on PODS 2016. SIGACT News 47 (3) (2016)
Tova Milo, Slava Novgorodov, Wang-Chiew Tan
Rudolf: Interactive Rule Refinement System for Fraud Detection. Proc. VLDB Endow. 9 (13) (2016)
Balder ten Cate, Wang-Chiew Tan
Foreword: Special Issue on Database Theory. Theory Comput. Syst. 57 (4) (2015)
Furong Li, Mong-Li Lee, Wynne Hsu, Wang-Chiew Tan
Linking Temporal Records for Profiling Entities. SIGMOD Conference (2015)
Xin Luna Dong, Wang-Chiew Tan
A Time Machine for Information: Looking Back to Look Forward. Proc. VLDB Endow. 8 (12) (2015)
Balder ten Cate, Cristina Civili, Evgeny Sherkhonov, Wang-Chiew Tan
High-Level Why-Not Explanations using Ontologies. PODS (2015)
Moria Bergman, Tova Milo, Slava Novgorodov, Wang-Chiew Tan
QOCO: A Query Oriented Data Cleaning System with Oracles. Proc. VLDB Endow. 8 (12) (2015)
Bogdan Alexe, Mary Roth, Wang-Chiew Tan
Preference-aware Integration of Temporal Data. Proc. VLDB Endow. 8 (4) (2014)
Balder ten Cate, Cristina Civili, Evgeny Sherkhonov, Wang-Chiew Tan
High-Level Why-Not Explanations using Ontologies. CoRR (2014)
Ju Fan, Meiyu Lu, Beng Chin Ooi, Wang-Chiew Tan, Meihui Zhang
A hybrid machine-crowdsourcing system for matching web tables. ICDE (2014)
H. V. Jagadish, Dawei Jiang, David Maier, Beng Chin Ooi, Kian-Lee Tan, Wang-Chiew Tan
Federation in Cloud Data Management: Challenges and Opportunities. IEEE Trans. Knowl. Data Eng. 26 (7) (2014)
Bogdan Alexe, Wang-Chiew Tan
A New Framework for Designing Schema Mappings. In Search of Elegance in the Theory and Practice of Computation (2013)
Phokion G. Kolaitis, Enela Pema, Wang-Chiew Tan
Efficient Querying of Inconsistent Databases with Binary Integer Programming. Proc. VLDB Endow. 6 (6) (2013)
Mary Roth, Wang-Chiew Tan
Data Integration and Data Exchange: It's Really About Time. CIDR (2013)
Peter J. Haas, Nicole C. Barberis, Piyaphol Phoungphol, Ignacio G. Terrizzano, Wang-Chiew Tan, Patricia G. Selinger, Paul P. Maglio
Splash: Simulation optimization in complex systems of systems. Allerton Conference (2012)