Krishna C Puvvada
4 papers · 2025–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(15)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Natural Language Processing
(3)
Core AI
(3)
Deep Learning
(2)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Speech & Audio
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory
(1)
Recognition
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
speech recognition
(2)
machine translation
(1)
natural language inference
(1)
question answering
(1)
multimodal learning
(1)
cross-modal learning
(1)
automatic speech recognition
(1)
speaker diarization
(1)
language model
(1)
low-rank adaptation
(1)
mixture of expert
(1)
positional encoding
(1)
length extrapolation
(1)
sliding window attention
(1)
error correction
(1)
speech translation
(1)
long-context modeling
(1)
post-recognition error correction
(1)
causal language model
(1)
Papers
NeKo: Cross-Modality Post-Recognition Error Correction with Tasks-Guided Mixture-of-Experts Language Model
ACL 2025
Sortformer: A Novel Approach for Permutation-Resolved Speaker Supervision in Speech-to-Text Systems
ICML 2025
SWAN: An Efficient and Scalable Approach for Long-Context Language Modeling
EMNLP 2025
VoiceTextBlender: Augmenting Large Language Models with Speech Capabilities via Single-Stage Joint Speech-Text Supervised Fine-Tuning
NAACL 2025