Kalpa Gunaratna

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 29

Top Topics

Language Understanding

Entity Retrieval

International Workshop

Document Retrieval

Top Venues

WWW (Companion Volume)

Publications

Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
AlpaGasus: Training a Better Alpaca with Fewer Data. ICLR (2024)
Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
AlpaGasus: Training A Better Alpaca with Fewer Data. CoRR (2023)
Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond. CIKM (2023)
Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond. CoRR (2023)
Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola, Hongxia Jin
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling. CoRR (2022)
Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs. AAAI (2022)
Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola, Hongxia Jin
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling. EMNLP (Findings) (2022)
Manas Gaur, Kalpa Gunaratna, Shreyansh P. Bhatt, Amit P. Sheth
Knowledge-Infused Learning: A Sweet Spot in Neuro-Symbolic AI. IEEE Internet Comput. 26 (4) (2022)
Kalpa Gunaratna, Vijay Srinivasan, Sandeep Nama, Hongxia Jin
Using Neighborhood Context to Improve Information Extraction from Visual Documents Captured on Mobile Phones. CoRR (2021)
Kalpa Gunaratna, Yu Wang, Hongxia Jin
Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web. CoRR (2021)
Kalpa Gunaratna, Vijay Srinivasan, Sandeep Nama, Hongxia Jin
Using Neighborhood Context to Improve Information Extraction from Visual Documents Captured on Mobile Phones. CIKM (2021)
Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs. CoRR (2021)
Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu
Entity summarization: State of the art and future challenges. J. Web Semant. 69 (2021)
Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu
ESBM: An Entity Summarization BenchMark. CoRR (2020)
Gong Cheng, Kalpa Gunaratna, Evgeny Kharlamov
Entity Summarization in Knowledge Graphs: Algorithms, Evaluation, and Applications. WWW (Companion Volume) (2020)
Shuxin Li, Zixian Huang, Gong Cheng, Evgeny Kharlamov, Kalpa Gunaratna
Enriching Documents with Compact, Representative, Relevant Knowledge Graphs. IJCAI (2020)
Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen
Neural Entity Summarization with Joint Encoding and Weak Supervision. CoRR (2020)
Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu
ESBM: An Entity Summarization BenchMark. ESWC (2020)
Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen
Neural Entity Summarization with Joint Encoding and Weak Supervision. IJCAI (2020)
Shuxin Li, Zixian Huang, Gong Cheng, Evgeny Kharlamov, Kalpa Gunaratna
Enriching Documents with Compact, Representative, Relevant Knowledge Graphs. CoRR (2020)
Gong Cheng, Kalpa Gunaratna, Jun Wang
3rd International Workshop on EntitY Retrieval and lEarning (EYRE 2020). CIKM (2020)
Kechen Qin, Yu Wang, Cheng Li, Kalpa Gunaratna, Hongxia Jin, Virgil Pavlu, Javed A. Aslam
A Complex KBQA System using Multiple Reasoning Paths. CoRR (2020)
Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu
Entity Summarization: State of the Art and Future Challenges. CoRR (2019)
Gong Cheng, Kalpa Gunaratna, Jun Wang
EYRE 2019: 2nd International Workshop on EntitY REtrieval. CIKM (2019)
Hamid R. Motahari Nezhad, Kalpa Gunaratna, Juan M. Cappi
eAssistant: Cognitive Assistance for Identification and Auto-Triage of Actionable Conversations. WWW (Companion Volume) (2017)
Kalpa Gunaratna, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan, Amit P. Sheth, Gong Cheng
Relatedness-based Multi-Entity Summarization. IJCAI (2017)
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth, Gong Cheng
Gleaning Types for Literals in RDF Triples with Application to Entity Summarization. ESWC (2016)
Kalpa Gunaratna, Gong Cheng, Andreas Thalhammer, Qingxia Liu
Results of the 2016 ENtity Summarization Evaluation Campaign (ENSEC 2016). SumPre@ESWC (2016)
Kalpa Gunaratna
Document Retrieval using Predication Similarity. CoRR (2016)
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth
FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering. AAAI (2015)
Kalpa Gunaratna, Sarasi Lalithsena, Amit P. Sheth
Alignment and dataset identification of linked data in Semantic Web. WIREs Data Mining Knowl. Discov. 4 (2) (2014)
Souleiman Hasan, Kalpa Gunaratna, Yongrui Qin, Edward Curry
Demo: approximate semantic matching in the collider event processing engine. DEBS (2013)
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Prateek Jain, Amit P. Sheth, Sanjaya Wijeratne
A statistical and schema independent approach to identify equivalent properties on linked data. I-SEMANTICS (2013)
Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth
Types of Property Pairs and Alignment on Linked Datasets - A Preliminary Analysis. I-SEMANTICS (Posters & Demos) (2013)
Kalpa Gunaratna, Paul Anderson, Ajith Ranabahu, Amit P. Sheth
A Study in Hadoop Streaming with Matlab for NMR Data Processing. CloudCom (2010)