Sumit Neelam
6 papers · 2021–2024 · 2 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Keyword Champion
(2)
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Applications
(3)
Core AI
(3)
Knowledge & Reasoning
(2)
Machine Learning
(2)
Learning Paradigms
(2)
Representation
(2)
Deep Learning
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Reasoning
(1)
Resources & Methods
(1)
Keywords
knowledge base question answering
(3)
neuro-symbolic approach
(2)
entity linking
(2)
rule learning
(2)
temporal reasoning
(2)
multi-hop reasoning
(1)
agent system
(1)
modular architecture
(1)
open-domain question answering
(1)
llm agent
(1)
logical form
(1)
short-text entity linking
(1)
function calling
(1)
neuro-symbolic reasoning
(1)
short text
(1)
fact extraction
(1)
external tool
(1)
large language model
(1)
temporal question answering
(1)
api interaction
(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
LNN-EL: A Neuro-Symbolic Approach to Short-text Entity Linking
ACL 2021