Kinjal Basu
12 papers · 2017–2026 · 6 venues · across top CS/AI venues
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Achievements
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Research topics
Artificial Intelligence
(9)
Core AI
(9)
Machine Learning
(7)
Mathematics & Optimization
(5)
Optimization
(5)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Optimization & Theory
(3)
Reinforcement Learning
(2)
Learning Types Β· Machine Learning
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Learning Types Β· Deep Learning
(2)
Methods
(2)
Resources & Methods
(2)
Knowledge & Reasoning
(1)
Keywords
large language model
(4)
function calling
(2)
api call
(2)
linear programming
(2)
natural language understanding
(2)
tool calling
(2)
tool use
(2)
large-scale optimization
(1)
algorithmic fairness
(1)
reinforcement learning
(1)
knowledge representation
(1)
commonsense knowledge
(1)
semantic parsing
(1)
semantic representation
(1)
question answering
(1)
dataset creation
(1)
multi-task learning
(1)
distributed computing
(1)
importance sampling
(1)
continuous optimization
(1)
Papers
Live API-Bench: 2500+ Live APIs for Testing Multi-Step Tool Calling
EACL 2026
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
EMNLP 2025
R2D2: Remembering, Replaying and Dynamic Decision Making with a Reflective Agentic Memory
ACL 2025
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
ACL 2024
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning
EACL 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
Efficient Vertex-Oriented Polytopic Projection for Web-Scale Applications
AAAI 2022
Pushing the limits of fairness impossibility: Who's the fairest of them all?
NeurIPS 2022
Knowledge-driven Natural Language Understanding of English Text and its Applications
AAAI 2021
A/B Testing in Dense Large-Scale Networks: Design and Inference
NeurIPS 2020
ECLIPSE: An Extreme-Scale Linear Program Solver for Web-Applications
ICML 2020
Large-Scale Quadratically Constrained Quadratic Program via Low-Discrepancy Sequences
NeurIPS 2017