Kalpa Gunaratna

40 papers A* 6A 4B 2C 1Journal 16Unranked 8

Year	Rank	Type	Title / Venue / Authors
2026	—	`conf`	IMRNNs: An Efficient Method for Interpretable Dense Retrieval via Embedding Modulation. EACL (Findings) Yash Saxena, Ankur Padia, Kalpa Gunaratna, Manas Gaur
2026	J	`jnl`	IMRNNs: An Efficient Method for Interpretable Dense Retrieval via Embedding Modulation. CoRR Yash Saxena, Ankur Padia, Kalpa Gunaratna, Manas Gaur
2025	J	`jnl`	PathFinder: MCTS and LLM Feedback-based Path Selection for Multi-Hop Question Answering. CoRR Durga Prasad Maram, Kalpa Gunaratna, Vijay Srinivasan, Haris Jeelani, Srinivas Chappidi
2025	J	`jnl`	Ranking Free RAG: Replacing Re-ranking with Selection in RAG for Sensitive Domains. CoRR Yash Saxena, Ankur Padia, Mandar S. Chaudhary, Kalpa Gunaratna, Srinivasan Parthasarathy, Manas Gaur
2024	A*	`conf`	AlpaGasus: Training a Better Alpaca with Fewer Data. ICLR Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
2023	J	`jnl`	AlpaGasus: Training A Better Alpaca with Fewer Data. CoRR Lichang Chen, Shiyang Li, Jun Yan, Hai Wang, Kalpa Gunaratna, Vikas Yadav, Zheng Tang, Vijay Srinivasan, Tianyi Zhou, Heng Huang, Hongxia Jin
2023	A	`conf`	Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond. CIKM Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
2023	J	`jnl`	Explainable and Accurate Natural Language Understanding for Voice Assistants and Beyond. CoRR Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
2022	—	`conf`	Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling. EMNLP (Findings) Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola, Hongxia Jin
2022	J	`jnl`	Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling. CoRR Kalpa Gunaratna, Vijay Srinivasan, Akhila Yerukola, Hongxia Jin
2022	A*	`conf`	ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs. AAAI Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
2022	J	`jnl`	Knowledge-Infused Learning: A Sweet Spot in Neuro-Symbolic AI. IEEE Internet Comput. Manas Gaur, Kalpa Gunaratna, Shreyansh P. Bhatt, Amit P. Sheth
2021	J	`jnl`	Entity Context Graph: Learning Entity Representations fromSemi-Structured Textual Sources on the Web. CoRR Kalpa Gunaratna, Yu Wang, Hongxia Jin
2021	J	`jnl`	Entity summarization: State of the art and future challenges. J. Web Semant. Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu
2021	J	`jnl`	ISEEQ: Information Seeking Question Generation using Dynamic Meta-Information Retrieval and Knowledge Graphs. CoRR Manas Gaur, Kalpa Gunaratna, Vijay Srinivasan, Hongxia Jin
2021	A	`conf`	Using Neighborhood Context to Improve Information Extraction from Visual Documents Captured on Mobile Phones. CIKM Kalpa Gunaratna, Vijay Srinivasan, Sandeep Nama, Hongxia Jin
2021	J	`jnl`	Using Neighborhood Context to Improve Information Extraction from Visual Documents Captured on Mobile Phones. CoRR Kalpa Gunaratna, Vijay Srinivasan, Sandeep Nama, Hongxia Jin
2020	A	`conf`	3rd International Workshop on EntitY Retrieval and lEarning (EYRE 2020). CIKM Gong Cheng, Kalpa Gunaratna, Jun Wang
2020	J	`jnl`	A Complex KBQA System using Multiple Reasoning Paths. CoRR Kechen Qin, Yu Wang, Cheng Li, Kalpa Gunaratna, Hongxia Jin, Virgil Pavlu, Javed A. Aslam
2020	B	`conf`	ESBM: An Entity Summarization BenchMark. ESWC Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu
2020	J	`jnl`	ESBM: An Entity Summarization BenchMark. CoRR Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu
2020	A*	`conf`	Enriching Documents with Compact, Representative, Relevant Knowledge Graphs. IJCAI Shuxin Li, Zixian Huang, Gong Cheng, Evgeny Kharlamov, Kalpa Gunaratna
2020	—	`conf`	Entity Summarization in Knowledge Graphs: Algorithms, Evaluation, and Applications. WWW (Companion Volume) Gong Cheng, Kalpa Gunaratna, Evgeny Kharlamov
2020	A*	`conf`	Neural Entity Summarization with Joint Encoding and Weak Supervision. IJCAI Junyou Li, Gong Cheng, Qingxia Liu, Wen Zhang, Evgeny Kharlamov, Kalpa Gunaratna, Huajun Chen
2019	A	`conf`	EYRE 2019: 2nd International Workshop on EntitY REtrieval. CIKM Gong Cheng, Kalpa Gunaratna, Jun Wang
2019	J	`jnl`	Entity Summarization: State of the Art and Future Challenges. CoRR Qingxia Liu, Gong Cheng, Kalpa Gunaratna, Yuzhong Qu
2019	—	`ed.`	Proceedings of the 2nd International Workshop on EntitY REtrieval co-located with 28th ACM International Conference on Information and Knowledge Management (CIKM 2019), Beijing, China, November 3, 2019. EYRE@CIKM Gong Cheng, Kalpa Gunaratna, Jun Wang
2017	A*	`conf`	Relatedness-based Multi-Entity Summarization. IJCAI Kalpa Gunaratna, Amir Hossein Yazdavar, Krishnaprasad Thirunarayan, Amit P. Sheth, Gong Cheng
2017	—	`conf`	eAssistant: Cognitive Assistance for Identification and Auto-Triage of Actionable Conversations. WWW (Companion Volume) Hamid R. Motahari Nezhad, Kalpa Gunaratna, Juan M. Cappi
2016	J	`jnl`	Document Retrieval using Predication Similarity. CoRR Kalpa Gunaratna
2016	B	`conf`	Gleaning Types for Literals in RDF Triples with Application to Entity Summarization. ESWC Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth, Gong Cheng
2016	—	`ed.`	Joint Proceedings of the 1st International Workshop on Summarizing and Presenting Entities and Ontologies and the 3rd International Workshop on Human Semantic Web Interfaces (SumPre 2015, HSWI 2015) co-located with the 12th Extended Semantic Web Conference (ESWC 2015), Portoroz, Slovenia, June 1, 2015. SumPre-HSWI@ESWC Gong Cheng, Kalpa Gunaratna, Andreas Thalhammer, Heiko Paulheim, Martin Voigt, Roberto García
2016	—	`ed.`	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), Anissaras, Greece, May 30, 2016. SumPre@ESWC Andreas Thalhammer, Gong Cheng, Kalpa Gunaratna
2016	—	`conf`	Results of the 2016 ENtity Summarization Evaluation Campaign (ENSEC 2016). SumPre@ESWC Kalpa Gunaratna, Gong Cheng, Andreas Thalhammer, Qingxia Liu
2015	A*	`conf`	FACES: Diversity-Aware Entity Summarization Using Incremental Hierarchical Conceptual Clustering. AAAI Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth
2014	J	`jnl`	Alignment and dataset identification of linked data in Semantic Web. WIREs Data Mining Knowl. Discov. Kalpa Gunaratna, Sarasi Lalithsena, Amit P. Sheth
2013	—	`conf`	A statistical and schema independent approach to identify equivalent properties on linked data. I-SEMANTICS Kalpa Gunaratna, Krishnaprasad Thirunarayan, Prateek Jain, Amit P. Sheth, Sanjaya Wijeratne
2013	—	`conf`	Demo: approximate semantic matching in the collider event processing engine. DEBS Souleiman Hasan, Kalpa Gunaratna, Yongrui Qin, Edward Curry
2013	—	`conf`	Types of Property Pairs and Alignment on Linked Datasets - A Preliminary Analysis. I-SEMANTICS (Posters & Demos) Kalpa Gunaratna, Krishnaprasad Thirunarayan, Amit P. Sheth
2010	C	`conf`	A Study in Hadoop Streaming with Matlab for NMR Data Processing. CloudCom Kalpa Gunaratna, Paul Anderson, Ajith Ranabahu, Amit P. Sheth