Cong Yu

Affiliations:
  • Google Research


According to our database1, Cong Yu authored at least 110 papers between 2002 and 2022.

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Bibliography

2022
TURL: Table Understanding through Representation Learning.
SIGMOD Rec., 2022

All Birds with One Stone: Multi-task Text Classification for Efficient Inference with One Forward Pass.
CoRR, 2022

Charformer: Fast Character Transformers via Gradient-based Subword Tokenization.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Perturbation-based Detection and Resolution of Cherry-picking.
IEEE Data Eng. Bull., 2021

Quiz-Style Question Generation for News Stories.
Proceedings of the WWW '21: The Web Conference 2021, 2021

Collocating News Articles with Structured Web Tables✱.
Proceedings of the Companion of The Web Conference 2021, 2021

NewsEmbed: Modeling News through Pre-trained Document Representations.
Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

ReasonBERT: Pre-trained to Reason with Distant Supervision.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

Training ELECTRA Augmented with Multi-word Selection.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

AgreeSum: Agreement-Oriented Multi-Document Summarization.
Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

2020
On Detecting Cherry-picked Trendlines.
Proc. VLDB Endow., 2020

MithraDetective: A System for Cherry-picked Trendlines Detection.
CoRR, 2020

Factoring Fact-Checks: Structured Information Extraction from Fact-Checking Articles.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Generating Representative Headlines for News Stories.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

A Generative Approach to Titling and Clustering Wikipedia Sections.
Proceedings of the Fourth Workshop on Neural Generation and Translation, 2020

2019
Mining an "Anti-Knowledge Base" from Wikipedia Updates with Applications to Fact Checking and Beyond.
Proc. VLDB Endow., 2019

AggChecker: A Fact-Checking System for Text Summaries of Relational Data Sets.
Proc. VLDB Endow., 2019

Introduction to the Special Issue on Combating Digital Misinformation and Disinformation.
ACM J. Data Inf. Qual., 2019

Generating Titles for Web Tables.
Proceedings of the World Wide Web Conference, 2019

Structured Data Meets News.
Proceedings of the VLDB 2019 PhD Workshop, 2019

Automatically Generating Interesting Facts from Wikipedia Tables.
Proceedings of the 2019 International Conference on Management of Data, 2019

Verifying Text Summaries of Relational Data Sets.
Proceedings of the 2019 International Conference on Management of Data, 2019

Summarizing News Articles Using Question-and-Answer Pairs via Learning.
Proceedings of the Semantic Web - ISWC 2019, 2019

Contextual Fact Ranking and Its Applications in Table Synthesis and Compression.
Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining, 2019

2018
XQuery Processors.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Structure Analytics in Social Media.
Proceedings of the Encyclopedia of Database Systems, Second Edition, 2018

Ten Years of WebTables.
Proc. VLDB Endow., 2018

Query Perturbation Analysis: An Adventure of Database Researchers in Fact-Checking.
IEEE Data Eng. Bull., 2018

Title Generation for Web Tables.
CoRR, 2018

Relevant Document Discovery for Fact-Checking Articles.
Proceedings of the Companion of the The Web Conference 2018 on The Web Conference 2018, 2018

Investigating Rumor News Using Agreement-Aware Search.
Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

2017
Computational Fact Checking through Query Perturbations.
ACM Trans. Database Syst., 2017

2016
Knowledge Exploration using Tables on the Web.
Proc. VLDB Endow., 2016

LONLIES: Estimating Property Values for Long Tail Entities.
Proceedings of the 39th International ACM SIGIR conference on Research and Development in Information Retrieval, 2016

2015
Active learning in keyword search-based data integration.
VLDB J., 2015

Efficient Evaluation of Object-Centric Exploration Queries for Visualization.
Proc. VLDB Endow., 2015

Inferencing in information extraction: Techniques and applications.
Proceedings of the 31st IEEE International Conference on Data Engineering, 2015

Applying WebTables in Practice.
Proceedings of the Seventh Biennial Conference on Innovative Data Systems Research, 2015

2014
An expressive framework and efficient algorithms for the analysis of collaborative tagging.
VLDB J., 2014

Front Matter.
Proc. VLDB Endow., 2014

Toward Computational Fact-Checking.
Proc. VLDB Endow., 2014

Data In, Fact Out: Automated Monitoring of Facts by FactWatcher.
Proc. VLDB Endow., 2014

iCheck: computationally combating "lies, d-ned lies, and statistics".
Proceedings of the International Conference on Management of Data, 2014

On social event organization.
Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2014

Incremental discovery of prominent situational facts.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Exploiting group recommendation functions for flexible preferences.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

Near neighbor join.
Proceedings of the IEEE 30th International Conference on Data Engineering, Chicago, 2014

2013
Actively Soliciting Feedback for Query Answers in Keyword Search-Based Data Integration.
Proc. VLDB Endow., 2013

Front Matter.
Proc. VLDB Endow., 2013

Scalable Column Concept Determination for Web Tables Using Large Knowledge Bases.
Proc. VLDB Endow., 2013

Synthesizing Union Tables from the Web.
Proceedings of the IJCAI 2013, 2013

Shallow Information Extraction for the knowledge Web.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

Recent progress towards an ecosystem of structured data on the Web.
Proceedings of the 29th IEEE International Conference on Data Engineering, 2013

CloudDB 2013: fifth international workshop on cloud data management.
Proceedings of the 22nd ACM International Conference on Information and Knowledge Management, 2013

2012
Data Cube Materialization and Mining over MapReduce.
IEEE Trans. Knowl. Data Eng., 2012

Entity-Relationship Queries over Wikipedia.
ACM Trans. Intell. Syst. Technol., 2012

MapRat: Meaningful Explanation, Interactive Exploration and Geo-Visualization of Collaborative Ratings.
Proc. VLDB Endow., 2012

Who Tags What? An Analysis Framework.
Proc. VLDB Endow., 2012

Towards a high quality and web-scalable table search engine.
Proceedings of the Third International Workshop on Keyword Search on Structured Data, 2012

Finding related tables.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2012

On "one of the few" objects.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011
Repeatability and workability evaluation of SIGMOD 2011.
SIGMOD Rec., 2011

REX: Explaining Relationships between Entity Pairs.
Proc. VLDB Endow., 2011

MRI: Meaningful Interpretations of Collaborative Ratings.
Proc. VLDB Endow., 2011

Dynamic relationship and event discovery.
Proceedings of the Forth International Conference on Web Search and Web Data Mining, 2011

Searching Social Updates for Topic-centric Entities.
Proceedings of the First International Workshop on Searching and Integrating New Web Data Sources, 2011

Interactive itinerary planning.
Proceedings of the 27th International Conference on Data Engineering, 2011

Distributed cube materialization on holistic measures.
Proceedings of the 27th International Conference on Data Engineering, 2011

Computational Journalism: A Call to Arms to Database Researchers.
Proceedings of the Fifth Biennial Conference on Innovative Data Systems Research, 2011

2010
Space efficiency in group recommendation.
VLDB J., 2010

Constructing travel itineraries from tagged geo-temporal breadcrumbs.
Proceedings of the 19th International Conference on World Wide Web, 2010

Popularity-Guided Top-k Extraction of Entity Attributes.
Proceedings of the 13th International Workshop on the Web and Databases 2010, 2010

Constructing and exploring composite items.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2010

Automatic construction of travel itineraries using social breadcrumbs.
Proceedings of the HT'10, 2010

EntityEngine: answering entity-relationship queries using shallow semantics.
Proceedings of the 19th ACM Conference on Information and Knowledge Management, 2010

Prioritization of Domain-Specific Web Information Extraction.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
XQuery Processors.
Proceedings of the Encyclopedia of Database Systems, 2009

Data integration with uncertainty.
VLDB J., 2009

Group Recommendation: Semantics and Efficiency.
Proc. VLDB Endow., 2009

Battling Predictability and Overconcentration in Recommender Systems.
IEEE Data Eng. Bull., 2009

Building community-centric information exploration applications on social content sites.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2009

Getting recommender systems to think outside the box.
Proceedings of the 2009 ACM Conference on Recommender Systems, 2009

Recommendation Diversification Using Explanations.
Proceedings of the 25th International Conference on Data Engineering, 2009

Jelly: A Language for Building Community-Centric Information Exploration Applications.
Proceedings of the 25th International Conference on Data Engineering, 2009

Leveraging communities in social content sites.
Proceedings of the 2009 EDBT/ICDT Workshops, Saint-Petersburg, Russia, March 22, 2009, 2009

It takes variety to make a world: diversification in recommender systems.
Proceedings of the EDBT 2009, 2009

SocialScope: Enabling Information Discovery on Social Content Sites.
Proceedings of the Fourth Biennial Conference on Innovative Data Systems Research, 2009

2008
XML schema refinement through redundancy detection and normalization.
VLDB J., 2008

Enabling Schema-Free XQuery with meaningful query focus.
VLDB J., 2008

Purple SOX extraction management system.
SIGMOD Rec., 2008

From del.icio.us to x.qui.site: recommendations in social tagging sites.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2008

Leveraging Tagging to Model User Interests in del.icio.us.
Proceedings of the Social Information Processing, 2008

Yoopick: A Combinatorial Sports Prediction Market.
Proceedings of the Twenty-Third AAAI Conference on Artificial Intelligence, 2008

2007
Managing complex databases in a schema management framework.
PhD thesis, 2007

Michigan Molecular Interactions (MiMI): putting the jigsaw puzzle together.
Nucleic Acids Res., 2007

Querying Complex Structured Databases.
Proceedings of the 33rd International Conference on Very Large Data Bases, 2007

Making database systems usable.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2007

Web-Scale Data Integration: You can afford to Pay as You Go.
Proceedings of the Third Biennial Conference on Innovative Data Systems Research, 2007

2006
Structured Data Meets the Web: A Few Observations.
IEEE Data Eng. Bull., 2006

Schema Summarization.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

Efficient Discovery of XML Data Redundancies.
Proceedings of the 32nd International Conference on Very Large Data Bases, 2006

2005
Semantic Adaptation of Schema Mappings when Schemas Evolve.
Proceedings of the 31st International Conference on Very Large Data Bases, Trondheim, Norway, August 30, 2005

2004
Schema-Free XQuery.
Proceedings of the (e)Proceedings of the Thirtieth International Conference on Very Large Data Bases, VLDB 2004, Toronto, Canada, August 31, 2004

Constraint-Based XML Query Rewriting For Data Integration.
Proceedings of the ACM SIGMOD International Conference on Management of Data, 2004

2003
Effective Integration of Protein Data through Better Data Modeling.
OMICS, 2003

TIMBER: A Native System for Querying XML.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Querying Structured Text in an XML Database.
Proceedings of the 2003 ACM SIGMOD International Conference on Management of Data, 2003

Querying XML using structures and keywords in timber.
Proceedings of the SIGIR 2003: Proceedings of the 26th Annual International ACM SIGIR Conference on Research and Development in Information Retrieval, July 28, 2003

2002
TIMBER: A native XML database.
VLDB J., 2002

Integration of IR into an XML Database.
Proceedings of the First Workshop of the INitiative for the Evaluation of XML Retrieval (INEX), 2002


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