Ayush Singh
8 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (21) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad
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Keyword Pioneer
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The Questioner
Top co-authors
Research topics
Natural Language Processing
(5)
Artificial Intelligence
(4)
Machine Learning
(4)
Applications
(3)
Core AI
(3)
Learning Types · Machine Learning
(3)
Resources & Methods
(3)
Computer Vision
(2)
Deep Learning
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Healthcare & Medicine
(1)
Analysis
(1)
Learning Paradigms
(1)
Keywords
large language model
(3)
zero-shot learning
(3)
retrieval-augmented generation
(2)
multi-hop reasoning
(2)
prompt engineering
(1)
named entity recognition
(1)
text annotation
(1)
video understanding
(1)
language model alignment
(1)
machine reading comprehension
(1)
instruction tuning
(1)
reinforcement learning from human feedback
(1)
language model
(1)
reward model
(1)
biomedical domain
(1)
electronic health record
(1)
video question answering
(1)
pseudo-label generation
(1)
biomedical natural language processing
(1)
annotation scheme
(1)
Papers
COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts
EACL 2026
RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph
WACV 2026
IPO: Your Language Model is Secretly a Preference Classifier
ACL 2025
Can GPT Redefine Medical Understanding? Evaluating GPT on Biomedical Machine Reading Comprehension
ACL 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications
NAACL 2024
Semi-supervised Active Learning for Video Action Detection
AAAI 2024
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NeurIPS 2022
CLPT: A Universal Annotation Scheme and Toolkit for Clinical Language Processing
NAACL 2022