Kalpa Gunaratna

According to our database, Kalpa Gunaratna authored at least 26 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

AlpaGasus: Training a Better Alpaca with Fewer Data.

Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond.

Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Knowledge-Infused Learning: A Sweet Spot in Neuro-Symbolic AI.

Manas Gaur, Kalpa Gunaratna, Shreyansh P. Bhatt, Amit P. Sheth

IEEE Internet Comput., 2022

Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling.

Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola, Hongxia Jin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2022, 2022

ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs.

Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Entity summarization: State of the art and future challenges.

Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu

J. Web Semant., 2021

Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web.

Kalpa Gunaratna, Yu Wang, Hongxia Jin

CoRR, 2021

Using Neighborhood Context to Improve Information Extraction from Visual Documents Captured on Mobile Phones.

Kalpa Gunaratna, Vijay Srinivasan, Sandeep Nama, Hongxia Jin

Proceedings of the CIKM '21: The 30th ACM International Conference on Information and Knowledge Management, Virtual Event, Queensland, Australia, November 1, 2021

2020

A Complex KBQA System using Multiple Reasoning Paths.

Kechen Qin, Yu Wang, Cheng Li, Kalpa Gunaratna, Hongxia Jin, Virgil Pavlu, Javed A. Aslam

CoRR, 2020

Entity Summarization in Knowledge Graphs: Algorithms, Evaluation, and Applications.

Gong Cheng, Kalpa Gunaratna, Evgeny Kharlamov

Proceedings of the Companion of The 2020 Web Conference 2020, 2020

Enriching Documents with Compact, Representative, Relevant Knowledge Graphs.

Shuxin Li, Zixian Huang, Gong Cheng, Evgeny Kharlamov, Kalpa Gunaratna

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

Neural Entity Summarization with Joint Encoding and Weak Supervision.

Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

ESBM: An Entity Summarization BenchMark.

Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu

Proceedings of the Semantic Web - 17th International Conference, 2020

3rd International Workshop on EntitY Retrieval and lEarning (EYRE 2020).

Gong Cheng, Kalpa Gunaratna, Jun Wang

Proceedings of the CIKM '20: The 29th ACM International Conference on Information and Knowledge Management, 2020

2019

EYRE 2019: 2nd International Workshop on EntitY REtrieval.

Gong Cheng, Kalpa Gunaratna, Jun Wang

Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019

2017

eAssistant: Cognitive Assistance for Identification and Auto-Triage of Actionable Conversations.

Hamid R. Motahari Nezhad, Kalpa Gunaratna, Juan M. Cappi

Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Relatedness-based Multi-Entity Summarization.

Kalpa Gunaratna, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan, Amit P. Sheth, Gong Cheng

Proceedings of the Twenty-Sixth International Joint Conference on Artificial Intelligence, 2017

2016

Document Retrieval using Predication Similarity.

Kalpa Gunaratna

CoRR, 2016

Gleaning Types for Literals in RDF Triples with Application to Entity Summarization.

Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth, Gong Cheng

Proceedings of the Semantic Web. Latest Advances and New Domains, 2016

Results of the 2016 ENtity Summarization Evaluation Campaign (ENSEC 2016).

Kalpa Gunaratna, Gong Cheng, Andreas Thalhammer, Qingxia Liu

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

FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering.

Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth

Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014

Alignment and dataset identification of linked data in Semantic Web.

Kalpa Gunaratna, Sarasi Lalithsena, Amit P. Sheth

WIREs Data Mining Knowl. Discov., 2014

2013

Types of Property Pairs and Alignment on Linked Datasets - A Preliminary Analysis.

Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth

Proceedings of the I-SEMANTICS 2013 Posters & Demonstrations Track, 2013

A statistical and schema independent approach to identify equivalent properties on linked data.

Kalpa Gunaratna, Krishnaprasad Thirunarayan, Prateek Jain, Amit P. Sheth, Sanjaya Wijeratne

Proceedings of the I-SEMANTICS 2013 - 9th International Conference on Semantic Systems, 2013

Demo: approximate semantic matching in the collider event processing engine.

Souleiman Hasan, Kalpa Gunaratna, Yongrui Qin, Edward Curry

Proceedings of the 7th ACM International Conference on Distributed Event-Based Systems, 2013

2010

A Study in Hadoop Streaming with Matlab for NMR Data Processing.

Kalpa Gunaratna, Paul Anderson, Ajith Ranabahu, Amit P. Sheth

Proceedings of the Cloud Computing, Second International Conference, 2010