Hima Karanam
7 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (14) π Conference Polyglot Β· Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Knowledge & Reasoning
(3)
Machine Learning
(3)
Natural Language Processing
(3)
Learning Paradigms
(3)
Representation
(3)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Reasoning
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Learning Types Β· Machine Learning
(1)
Learning Types Β· Deep Learning
(1)
Resources & Methods
(1)
Keywords
knowledge base question answering
(3)
temporal reasoning
(2)
knowledge base
(2)
quantum embedding
(2)
statistical relational learning
(1)
vector space
(1)
rule learning
(1)
knowledge graph
(1)
tool use
(1)
multi-hop reasoning
(1)
agent system
(1)
modular architecture
(1)
open-domain question answering
(1)
llm agent
(1)
neuro-symbolic approach
(1)
logical form
(1)
entity classification
(1)
function calling
(1)
fact extraction
(1)
knowledge base embedding
(1)
Papers
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
Best of Both Worlds: Towards Improving Temporal Knowledge Base Question Answering via Targeted Fact Extraction
EMNLP 2023
Self-Supervised Rule Learning to Link Text Segments to Relational Elements of Structured Knowledge
EMNLP 2023
SYGMA: A System for Generalizable and Modular Question Answering Over Knowledge Bases
EMNLP 2022
Leveraging Abstract Meaning Representation for Knowledge Base Question Answering
ACL 2021
Inductive Quantum Embedding
NeurIPS 2020
Quantum Embedding of Knowledge for Reasoning
NeurIPS 2019