Sadhana Kumaravel
10 papers · 2016–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (30) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π§
Keyword Pioneer
π₯
Mega-Team Β· Squad
π
Renaissance Researcher
(5)
β
The Questioner
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(52)
Top co-authors
Research topics
Artificial Intelligence
(7)
Core AI
(6)
Machine Learning
(5)
Natural Language Processing
(5)
Deep Learning
(4)
Learning Types Β· Machine Learning
(3)
Resources & Methods
(3)
Learning Paradigms
(2)
Learning Types Β· Deep Learning
(2)
Optimization & Theory Β· Machine Learning
(2)
Optimization & Theory Β· Deep Learning
(2)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Keywords
large language model
(3)
tool use
(2)
function calling
(2)
api call
(2)
multi-task learning
(1)
neural network training
(1)
sequence modeling
(1)
symbolic reasoning
(1)
benchmark evaluation
(1)
sequential decision making
(1)
dataset creation
(1)
knowledge representation
(1)
commonsense knowledge
(1)
semantic parsing
(1)
abstract meaning representation
(1)
natural language processing
(1)
coreference resolution
(1)
graph representation
(1)
alternating minimization
(1)
document parsing
(1)
Papers
NESTFUL: A Benchmark for Evaluating LLMs on Nested Sequences of API Calls
EMNLP 2025
API-BLEND: A Comprehensive Corpora for Training and Benchmarking API LLMs
ACL 2024
CHRONOS: A Schema-Based Event Understanding and Prediction System
AAAI 2024
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
DocAMR: Multi-Sentence AMR Representation and Evaluation
NAACL 2022
Circles are like Ellipses, or Ellipses are like Circles? Measuring the Degree of Asymmetry of Static and Contextual Word Embeddings and the Implications to Representation Learning
AAAI 2021
Mental Models of AI Agents in a Cooperative Game Setting (Extended Abstract)
IJCAI 2021
Text-based RL Agents with Commonsense Knowledge: New Challenges, Environments and Baselines
AAAI 2021
Beyond Backprop: Online Alternating Minimization with Auxiliary Variables
ICML 2019
Cross Sentence Inference for Process Knowledge
EMNLP 2016