Kalpa Gunaratna
7 papers · 2017–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
π
Conference Polyglot Β· Silver
π
Academic Marathon Β· Sprint
π
Interdisciplinary Bridge Β· Silver
πΊοΈ
Taxonomy Completionist
(13)
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(3)
Deep Learning
(2)
Knowledge & Reasoning
(2)
Machine Learning
(2)
Architectures
(2)
Learning Paradigms
(2)
Learning Types
(2)
Representation
(2)
Computer Science
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Keywords
knowledge graph
(4)
entity summarization
(2)
adversarial learning
(1)
feature learning
(1)
knowledge distillation
(1)
supervised 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)
instruction fine-tuning
(1)
interpretable neural network
(1)
retrieval-augmented generation
(1)
attention weight
(1)
data filtering
(1)
neural model
(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
Enriching Documents with Compact, Representative, Relevant Knowledge Graphs
IJCAI 2020
Neural Entity Summarization with Joint Encoding and Weak Supervision
IJCAI 2020
Relatedness-based Multi-Entity Summarization
IJCAI 2017