Gong Cheng

Orcid: 0000-0003-3539-7776

Affiliations:
  • Nanjing University, State Key Laboratory for Novel Software Technology, China


According to our database1, Gong Cheng authored at least 130 papers between 2005 and 2024.

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Bibliography

2024
Development and application of Chinese medical ontology for diabetes mellitus.
BMC Medical Informatics Decis. Mak., December, 2024

Position-Aware Relational Transformer for Knowledge Graph Embedding.
IEEE Trans. Neural Networks Learn. Syst., August, 2024

The Vision of Autonomic Computing: Can LLMs Make It a Reality?
CoRR, 2024

MindMerger: Efficient Boosting LLM Reasoning in non-English Languages.
CoRR, 2024

Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning.
CoRR, 2024

KELLMRec: Knowledge-Enhanced Large Language Models for Recommendation.
CoRR, 2024

FormulaQA: A Question Answering Dataset for Formula-Based Numerical Reasoning.
CoRR, 2024

A Fast Hop-Biased Approximation Algorithm for the Quadratic Group Steiner Tree Problem.
Proceedings of the ACM on Web Conference 2024, 2024

ACORDAR 2.0: A Test Collection for Ad Hoc Dataset Retrieval with Densely Pooled Datasets and Question-Style Queries.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Enhancing Dataset Search with Compact Data Snippets.
Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

DUNKS: Chunking and Summarizing Large and Heterogeneous Data for Dataset Search.
Proceedings of the Semantic Web - ISWC 2024, 2024

Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning.
Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

A Survey on Extractive Knowledge Graph Summarization: Applications, Approaches, Evaluation, and Future Directions.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

A Branching Decoder for Set Generation.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Entity Summarization via Exploiting Description Complementarity and Salience.
IEEE Trans. Neural Networks Learn. Syst., November, 2023

Generating Characteristic Summaries for Entity Descriptions.
IEEE Trans. Knowl. Data Eng., May, 2023

BANDAR: Benchmarking Snippet Generation Algorithms for (RDF) Dataset Search.
IEEE Trans. Knowl. Data Eng., 2023

Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models.
CoRR, 2023

Efficient Approximation Algorithms for the Diameter-Bounded Max-Coverage Group Steiner Tree Problem.
Proceedings of the ACM Web Conference 2023, 2023

TRAVERS: A Diversity-Based Dynamic Approach to Iterative Relevance Search over Knowledge Graphs.
Proceedings of the ACM Web Conference 2023, 2023

VOYAGE: A Large Collection of Vocabulary Usage in Open RDF Datasets.
Proceedings of the Semantic Web - ISWC 2023, 2023

Dense Re-Ranking with Weak Supervision for RDF Dataset Search.
Proceedings of the Semantic Web - ISWC 2023, 2023

Enhancing In-Context Learning with Answer Feedback for Multi-span Question Answering.
Proceedings of the Natural Language Processing and Chinese Computing, 2023

An Empirical Investigation of Implicit and Explicit Knowledge-Enhanced Methods for Ad Hoc Dataset Retrieval.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Weight Matters: An Empirical Investigation of Distance Oracles on Knowledge Graphs.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

Spans, Not Tokens: A Span-Centric Model for Multi-Span Reading Comprehension.
Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

DyRRen: A Dynamic Retriever-Reranker-Generator Model for Numerical Reasoning over Tabular and Textual Data.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Skeleton parsing for complex question answering over knowledge bases.
J. Web Semant., 2022

SR3: Sentence Ranking, Reasoning, and Replication for Scenario-Based Essay Question Answering.
IEEE Internet Comput., 2022

CKGSE: A Prototype Search Engine for Chinese Knowledge Graphs.
Data Intell., 2022

ACORDAR: A Test Collection for Ad Hoc Content-Based (RDF) Dataset Retrieval.
Proceedings of the SIGIR '22: The 45th International ACM SIGIR Conference on Research and Development in Information Retrieval, Madrid, Spain, July 11, 2022

Ontology Reshaping for Knowledge Graph Construction: Applied on Bosch Welding Case.
Proceedings of the Semantic Web - ISWC 2022, 2022

Executable Knowledge Graphs for Machine Learning: A Bosch Case of Welding Monitoring.
Proceedings of the Semantic Web - ISWC 2022, 2022

Clues Before Answers: Generation-Enhanced Multiple-Choice QA.
Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

Enhancing Knowledge Graph Generation with Ontology Reshaping - Bosch Case.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

The Data Value Quest: A Holistic Semantic Approach at Bosch.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Query-Based Industrial Analytics over Knowledge Graphs with Ontology Reshaping.
Proceedings of the Semantic Web: ESWC 2022 Satellite Events - Hersonissos, Crete, Greece, May 29, 2022

Diagram Question Answering with Joint Training and Bottom-Up and Top-Down Attention.
Proceedings of the CCKS 2022 - Evaluation Track, 2022

Knowledge Base Question Answering: A Semantic Parsing Perspective.
Proceedings of the 4th Conference on Automated Knowledge Base Construction, 2022

AdaLoGN: Adaptive Logic Graph Network for Reasoning-Based Machine Reading Comprehension.
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2022

2021
SemML: Facilitating development of ML models for condition monitoring with semantics.
J. Web Semant., 2021

Entity summarization: State of the art and future challenges.
J. Web Semant., 2021

Fast Algorithms for Semantic Association Search and Pattern Mining.
IEEE Trans. Knowl. Data Eng., 2021

Efficient Computation of Semantically Cohesive Subgraphs for Keyword-Based Knowledge Graph Exploration.
Proceedings of the WWW '21: The Web Conference 2021, 2021

CKGG: A Chinese Knowledge Graph for High-School Geography Education and Beyond.
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

PCSG: Pattern-Coverage Snippet Generation for RDF Datasets.
Proceedings of the Semantic Web - ISWC 2021 - 20th International Semantic Web Conference, 2021

Scaling Usability of ML Analytics with Knowledge Graphs: Exemplified with A Bosch Welding Case.
Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Towards Ontology Reshaping for KG Generation with User-in-the-Loop: Applied to Bosch Welding.
Proceedings of the IJCKG'21: The 10th International Joint Conference on Knowledge Graphs, Virtual Event, Thailand, December 6, 2021

Keyword-Based Knowledge Graph Exploration Based on Quadratic Group Steiner Trees.
Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

When Retriever-Reader Meets Scenario-Based Multiple-Choice Questions.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2021, 2021

Content-Based Open Knowledge Graph Search: A Preliminary Study with OpenKG.CN.
Proceedings of the Knowledge Graph and Semantic Computing: Knowledge Graph Empowers New Infrastructure Construction, 2021

TSQA: Tabular Scenario Based Question Answering.
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020
Relaxing relationship queries on graph data.
J. Web Semant., 2020

Relationship search over knowledge graphs.
SIGWEB Newsl., 2020

Keyword Search over Knowledge Graphs via Static and Dynamic Hub Labelings.
Proceedings of the WWW '20: The Web Conference 2020, Taipei, Taiwan, April 20-24, 2020, 2020

Entity Summarization in Knowledge Graphs: Algorithms, Evaluation, and Applications.
Proceedings of the Companion of The 2020 Web Conference 2020, 2020

GREASE: A Generative Model for Relevance Search over Knowledge Graphs.
Proceedings of the WSDM '20: The Thirteenth ACM International Conference on Web Search and Data Mining, 2020

Generating Compact and Relaxable Answers to Keyword Queries over Knowledge Graphs.
Proceedings of the Semantic Web - ISWC 2020, 2020

Enriching Documents with Compact, Representative, Relevant Knowledge Graphs.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Neural Entity Summarization with Joint Encoding and Weak Supervision.
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Entity Summarization with User Feedback.
Proceedings of the Semantic Web - 17th International Conference, 2020

DeepLENS: Deep Learning for Entity Summarization.
Proceedings of the Workshop on Deep Learning for Knowledge Graphs (DL4KG2020) co-located with the 17th Extended Semantic Web Conference 2020 (ESWC 2020), Heraklion, Greece, June 02, 2020, 2020

ESBM: An Entity Summarization BenchMark.
Proceedings of the Semantic Web - 17th International Conference, 2020

ESSTER at the EYRE 2020 Entity Summarization Task.
Proceedings of the CIKM 2020 Workshops co-located with 29th ACM International Conference on Information and Knowledge Management (CIKM 2020), 2020

3rd International Workshop on EntitY Retrieval and lEarning (EYRE 2020).
Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

SPARQA: Skeleton-Based Semantic Parsing for Complex Questions over Knowledge Bases.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Fast and Practical Snippet Generation for RDF Datasets.
ACM Trans. Web, 2019

Ontology Summarization: Graph-Based Methods and Beyond.
Int. J. Semantic Comput., 2019

Relevance Search over Schema-Rich Knowledge Graphs.
Proceedings of the Twelfth ACM International Conference on Web Search and Data Mining, 2019

A Framework for Evaluating Snippet Generation for Dataset Search.
Proceedings of the Semantic Web - ISWC 2019, 2019

Towards Multi-Facet Snippets for Dataset Search.
Proceedings of the Joint Proceedings of the 6th International Workshop on Dataset PROFlLing and Search & the 1st Workshop on Semantic Explainability co-located with the 18th International Semantic Web Conference (ISWC 2019), 2019

R-LDA: Profiling RDF Datasets Using Knowledge-Based Topic Modeling.
Proceedings of the 13th IEEE International Conference on Semantic Computing, 2019

Local ABox Consistency Prediction with Transparent TBoxes Using Gated Graph Neural Networks.
Proceedings of the 2019 International Workshop on Neural-Symbolic Learning and Reasoning (NeSy 2019), 2019

GeoSQA: A Benchmark for Scenario-based Question Answering in the Geography Domain at High School Level.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

MiCRon: Making Sense of News via Relationship Subgraphs.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

EYRE 2019: 2nd International Workshop on EntitY REtrieval.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

Towards More Usable Dataset Search: From Query Characterization to Snippet Generation.
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2018
Leveraging link pattern for entity-centric exploration over Linked Data.
World Wide Web, 2018

A hierarchical co-clustering approach for entity exploration over Linked Data.
Knowl. Based Syst., 2018

Graph-based Ontology Summarization: A Survey.
CoRR, 2018

Diversified and Verbalized Result Summarization for Semantic Association Search.
Proceedings of the Web Information Systems Engineering - WISE 2018, 2018

Combining Word Embedding and Knowledge-Based Topic Modeling for Entity Summarization.
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018

An Empirical Evaluation of Techniques for Ranking Semantic Associations (Extended Abstract).
Proceedings of the 34th IEEE International Conference on Data Engineering, 2018

Reading Comprehension with Graph-based Temporal-Casual Reasoning.
Proceedings of the 27th International Conference on Computational Linguistics, 2018

Towards Answering Geography Questions in Gaokao: A Hybrid Approach.
Proceedings of the Knowledge Graph and Semantic Computing. Knowledge Computing and Language Understanding, 2018

Graph-Based Methods for Ontology Summarization: A Survey.
Proceedings of the First IEEE International Conference on Artificial Intelligence and Knowledge Engineering, 2018

2017
An Empirical Evaluation of Techniques for Ranking Semantic Associations.
IEEE Trans. Knowl. Data Eng., 2017

Generating Illustrative Snippets for Open Data on the Web.
Proceedings of the Tenth ACM International Conference on Web Search and Data Mining, 2017

ES-LDA: Entity Summarization using Knowledge-based Topic Modeling.
Proceedings of the Eighth International Joint Conference on Natural Language Processing, 2017

Relatedness-based Multi-Entity Summarization.
Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

Towards a semantic keyword search over industrial knowledge graphs (extended abstract).
Proceedings of the 2017 IEEE International Conference on Big Data (IEEE BigData 2017), 2017

2016
Efficient Algorithms for Association Finding and Frequent Association Pattern Mining.
Proceedings of the Semantic Web - ISWC 2016, 2016

Taking Up the Gaokao Challenge: An Information Retrieval Approach.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

HIEDS: A Generic and Efficient Approach to Hierarchical Dataset Summarization.
Proceedings of the Twenty-Fifth International Joint Conference on Artificial Intelligence, 2016

Iterative Entity Navigation via Co-clustering Semantic Links and Entity Classes.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

DBtrends: Publishing and Benchmarking RDF Ranking Functions.
Proceedings of the 2nd International Workshop on Summarizing and Presenting Entities and Ontologies (SumPre 2016) co-located with the 13th Extended Semantic Web Conference (ESWC 2016), 2016

Gleaning Types for Literals in RDF Triples with Application to Entity Summarization.
Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Results of the 2016 ENtity Summarization Evaluation Campaign (ENSEC 2016).
Proceedings of the 2nd International Workshop on Summarizing and Presenting Entities and Ontologies (SumPre 2016) co-located with the 13th Extended Semantic Web Conference (ESWC 2016), 2016

2015
C3D+P: A summarization method for interactive entity resolution.
J. Web Semant., 2015

Summarizing Entity Descriptions for Effective and Efficient Human-centered Entity Linking.
Proceedings of the 24th International Conference on World Wide Web, 2015

Facilitating Entity Navigation Through Top-K Link Patterns.
Proceedings of the Semantic Web - ISWC 2015, 2015

On Coherent Indented Tree Visualization of RDF Graphs.
Proceedings of the Web Technologies and Applications - 17th Asia-PacificWeb Conference, 2015

2014
Preferences in Wikipedia abstracts: Empirical findings and implications for automatic entity summarization.
Inf. Process. Manag., 2014

Explass: Exploring Associations between Entities via Top-K Ontological Patterns and Facets.
Proceedings of the Semantic Web - ISWC 2014, 2014

Facilitating Human Intervention in Coreference Resolution with Comparative Entity Summaries.
Proceedings of the Semantic Web: Trends and Challenges - 11th International Conference, 2014

2013
Relatedness between vocabularies on the Web of data: A taxonomy and an empirical study.
J. Web Semant., 2013

Incorporating compactness to generate term-association view snippets for ontology search.
Inf. Process. Manag., 2013

RelClus: Clustering-based Relationship Search.
Proceedings of the ISWC 2013 Posters & Demonstrations Track, 2013

Towards Exploratory Relationship Search: A Clustering-Based Approach.
Proceedings of the Semantic Technology - Third Joint International Conference, 2013

2012
Pay-less entity consolidation: exploiting entity search user feedbacks for pay-as-you-go entity data integration.
Proceedings of the Web Science 2012, 2012

NJVR: The NanJing Vocabulary Repository.
Proceedings of the Semantic Web and Web Science, 2012

2011
Falcons Concept Search: A Practical Search Engine for Web Ontologies.
IEEE Trans. Syst. Man Cybern. Part A, 2011

Generating summaries for ontology search.
Proceedings of the 20th International Conference on World Wide Web, 2011

RELIN: Relatedness and Informativeness-Based Centrality for Entity Summarization.
Proceedings of the Semantic Web - ISWC 2011, 2011

An Empirical Study of Vocabulary Relatedness and Its Application to Recommender Systems.
Proceedings of the Semantic Web - ISWC 2011, 2011

BipRank: Ranking and Summarizing RDF Vocabulary Descriptions.
Proceedings of the Semantic Web - Joint International Semantic Technology Conference, 2011

Searching Linked Objects with Falcons.
Proceedings of the Semantic Services, Interoperability and Web Applications, 2011

2010
ObjectCoref & Falcon-AO: results for OAEI 2010.
Proceedings of the 5th International Workshop on Ontology Matching (OM-2010), 2010

2009
Summarizing Vocabularies in the Global Semantic Web.
J. Comput. Sci. Technol., 2009

Searching Linked Objects with Falcons: Approach, Implementation and Evaluation.
Int. J. Semantic Web Inf. Syst., 2009

2008
Matching large ontologies: A divide-and-conquer approach.
Data Knowl. Eng., 2008

Searching Semantic Web Objects Based on Class Hierarchies.
Proceedings of the WWW2008 Workshop on Linked Data on the Web, 2008

Falcons: searching and browsing entities on the semantic web.
Proceedings of the 17th International Conference on World Wide Web, 2008

Term Dependence on the Semantic Web.
Proceedings of the Semantic Web - ISWC 2008, 7th International Semantic Web Conference, 2008

Integrating Lightweight Reasoning into Class-Based Query Refinement for Object Search.
Proceedings of the Semantic Web, 3rd Asian Semantic Web Conference, 2008

2007
Ontology summarization based on rdf sentence graph.
Proceedings of the 16th International Conference on World Wide Web, 2007

Falcon-AO: Results for OAEI 2007.
Proceedings of the 2nd International Workshop on Ontology Matching (OM-2007) Collocated with the 6th International Semantic Web Conference (ISWC-2007) and the 2nd Asian Semantic Web Conference (ASWC-2007), 2007

2006
Constructing virtual documents for ontology matching.
Proceedings of the 15th international conference on World Wide Web, 2006

The Results of Falcon-AO in the OAEI 2006 Campaign.
Proceedings of the 1st International Workshop on Ontology Matching (OM-2006) Collocated with the 5th International Semantic Web Conference (ISWC-2006), 2006

2005
FalconAO: Aligning Ontologies with Falcon.
Proceedings of the Integrating Ontologies '05, 2005


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