Ankush Agarwal
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (16) π£ Hot Topic Early Bird β The Questioner (2)
π
Renaissance Researcher
(5)
Top co-authors
Research topics
Artificial Intelligence
(4)
Natural Language Processing
(4)
Core AI
(4)
Applications Β· Natural Language Processing
(3)
Deep Learning
(2)
Machine Learning
(2)
Learning Types
(2)
Models
(2)
Computer Science
(1)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications Β· Computer Science
(1)
Domain-Specific
(1)
Representation
(1)
Keywords
large language model
(3)
question answering
(2)
multi-hop reasoning
(2)
information retrieval
(1)
document understanding
(1)
knowledge graph
(1)
multimodal large language model
(1)
multi-hop question answering
(1)
table understanding
(1)
agent system
(1)
llm agent
(1)
fine-grained detail
(1)
patch selection
(1)
task completion
(1)
token reduction
(1)
context-aware retrieval
(1)
hybrid graph
(1)
table-text reasoning
(1)
context pruning
(1)
structured knowledge representation
(1)
Papers
Can LLMs Help You at Work? A Sandbox for Evaluating LLM Agents in Enterprise Environments
EMNLP 2025
Finding Needles in Images: Can Multi-modal LLMs Locate Fine Details?
ACL 2025
Hybrid Graphs for Table-and-Text based Question Answering using LLMs
NAACL 2025
HOLMES: Hyper-Relational Knowledge Graphs for Multi-hop Question Answering using LLMs
ACL 2024