Vinayshekhar Bannihatti Kumar
10 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (21)
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Topic Evolution
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Keyword Pioneer
💎
Century Club · Bronze
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The Questioner
Venues
Top co-authors
Research topics
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(5)
Application Areas
(5)
Artificial Intelligence
(4)
Models
(4)
Core AI
(3)
Generation
(3)
Applications
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Healthcare & Medicine
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Keywords
text generation
(4)
neural network
(2)
abstractive summarization
(2)
text summarization
(2)
domain adaptation
(2)
natural language inference
(1)
attention mechanism
(1)
multi-task learning
(1)
diverse generation
(1)
extractive summarization
(1)
domain knowledge
(1)
diffusion model
(1)
bias mitigation
(1)
language model
(1)
hidden state analysis
(1)
privacy auditing
(1)
medical domain
(1)
fair generation
(1)
data augmentation
(1)
domain generalization
(1)
Papers
Neural Breadcrumbs: Membership Inference Attacks on LLMs Through Hidden State and Attention Pattern Analysis
EACL 2026
FairGen: Controlling Sensitive Attributes for Fair Generations in Diffusion Models via Adaptive Latent Guidance
EMNLP 2025
Exploring the Reasons for Non-generalizability of KBQA systems
EACL 2023
GrailQA++: A Challenging Zero-Shot Benchmark for Knowledge Base Question Answering
IJCNLP 2023
Privacy Adhering Machine Un-learning in NLP
IJCNLP 2023
Are Abstractive Summarization Models truly ‘Abstractive’? An Empirical Study to Compare the two Forms of Summarization
EMNLP 2022
Towards Cross-Domain Transferability of Text Generation Models for Legal Text
EMNLP 2022
SupportNet: Neural Networks for Summary Generation and Key Segment Extraction from Technical Support Tickets
ACL 2021
Dr.Quad at MEDIQA 2019: Towards Textual Inference and Question Entailment using contextualized representations
ACL 2019
WriterForcing: Generating more interesting story endings
ACL 2019