Ashwin Srinivasan
13 papers · 2003–2025 · 5 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (33) π Academic Marathon Β· Ultra π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Pioneer
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Keyword Trendsetter Combo
(4)
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Topic Evolution
π§
Keyword Pioneer
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Renaissance Researcher
(8)
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Century Club Β· Bronze
ποΈ
Keyword Collector
(59)
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Conference Pioneer
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Trend Setter
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(8)
Machine Learning
(7)
Learning Types Β· Machine Learning
(5)
Deep Learning
(3)
Knowledge & Reasoning
(3)
Natural Language Processing
(3)
Learning Types Β· Deep Learning
(3)
Reasoning
(3)
Healthcare & Medicine
(2)
Application Areas
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Keywords
inductive logic programming
(6)
large language model
(2)
first-order logic
(2)
prompt engineering
(2)
domain adaptation
(2)
knowledge representation
(1)
transfer learning
(1)
zero-shot learning
(1)
data augmentation
(1)
natural language inference
(1)
in-context learning
(1)
multi-task learning
(1)
knowledge distillation
(1)
text generation
(1)
program synthesis
(1)
explainable ai
(1)
dense retrieval
(1)
iterative refinement
(1)
predictive accuracy
(1)
feature selection
(1)
Papers
Concept Distillation from Strong to Weak Models via Hypotheses-to-Theories Prompting
NAACL 2025
AutoRef: Generating Refinements of Reviews Given Guidelines
ACL 2024
Generating Novel Leads for Drug Discovery Using LLMs with Logical Feedback
AAAI 2024
Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract)
AAAI 2022
Zero-Shot Dense Retrieval with Momentum Adversarial Domain Invariant Representations
ACL 2022
Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations
ACL 2019
Logical Explanations for Deep Relational Machines Using Relevance Information
JMLR 2019
Parameter Screening and Optimisation for ILP using Designed Experiments
JMLR 2011
Incremental Identification of Qualitative Models of Biological Systems using Inductive Logic Programming
JMLR 2008
USP-IBM-1 and USP-IBM-2: The ILP-based Systems for Lexical Sample WSD in SemEval-2007
SemEval 2007
An Empirical Study of the Use of Relevance Information in Inductive Logic Programming
JMLR 2003
ILP: A Short Look Back and a Longer Look Forward
JMLR 2003
Query Transformations for Improving the Efficiency of ILP Systems
JMLR 2003