Ayush Singh
8 papers · 2022–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Conference Polyglot (5) π§ Keyword Pioneer π£ Hot Topic Early Bird π Renaissance Researcher (6)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(23)
π₯
Mega-Team
(43)
β
The Questioner
Conferences
ACL (2)
NAACL (2)
AAAI (1)
EACL (1)
NIPS (1)
WACV (1)
Top co-authors
Keywords
zero-shot learning
(3)
large language model
(3)
multi-hop reasoning
(2)
retrieval augmented generation
(2)
direct preference optimization
(1)
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)
biomedical natural language processing
(1)
annotation scheme
(1)
Papers
RAVU: Retrieval Augmented Video Understanding with Compositional Reasoning over Graph
WACV 2026
COMPACT: Building Compliance Paralegals via Clause Graph Reasoning over Contracts
EACL 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
Semi-supervised Active Learning for Video Action Detection
AAAI 2024
LLM-Based Section Identifiers Excel on Open Source but Stumble in Real World Applications
NAACL 2024
CLPT: A Universal Annotation Scheme and Toolkit for Clinical Language Processing
NAACL 2022
BigBio: A Framework for Data-Centric Biomedical Natural Language Processing
NIPS 2022