Kalpa Gunaratna
7 papers · 2017–2026 · 5 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (7) π Renaissance Researcher (7) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (12)
π§
Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
IJCAI (3)
AAAI (1)
EACL (1)
EMNLP (1)
ICLR (1)
Top co-authors
Keywords
knowledge graph
(4)
entity summarization
(2)
adversarial learning
(1)
feature learning
(1)
question generation
(1)
natural language understanding
(1)
semantic alignment
(1)
weak supervision
(1)
best-first search
(1)
dense retrieval
(1)
intent detection
(1)
binary classifier
(1)
interpretable neural network
(1)
retrieval-augmented generation
(1)
attention weight
(1)
neural model
(1)
slot filling
(1)
joint encoding
(1)
conversational system
(1)
knapsack optimization
(1)
Papers
IMRNNs: An Efficient Method for Interpretable Dense Retrieval via Embedding Modulation
EACL 2026
AlpaGasus: Training a Better Alpaca with Fewer Data
ICLR 2024
Explainable Slot Type Attentions to Improve Joint Intent Detection and Slot Filling
EMNLP 2022
ISEEQ: Information Seeking Question Generation Using Dynamic Meta-Information Retrieval and Knowledge Graphs
AAAI 2022
Neural Entity Summarization with Joint Encoding and Weak Supervision
IJCAI 2020
Enriching Documents with Compact, Representative, Relevant Knowledge Graphs
IJCAI 2020
Relatedness-based Multi-Entity Summarization
IJCAI 2017