Vineet Kumar
8 papers · 2014–2025 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Half π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π Conference Polyglot Β· Silver
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Topic Evolution
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Mega-Team Β· Squad
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Trend Setter
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Unstoppable Β· Bronze
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The Questioner
Top co-authors
Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Deep Learning
(4)
Natural Language Processing
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Generation
(3)
Application Areas
(2)
Applications
(2)
Architectures
(2)
Core Methods
(2)
Learning Types Β· Deep Learning
(2)
Learning Paradigms
(1)
Models
(1)
Optimization & Theory
(1)
Keywords
response generation
(2)
dialog system
(2)
text generation
(2)
question answering
(1)
parameter-efficient fine-tuning
(1)
intent classification
(1)
sequence-to-sequence learning
(1)
clustering algorithm
(1)
sequence-to-sequence model
(1)
recurrent neural network
(1)
conversational agent
(1)
low-rank adaptation
(1)
tool use
(1)
decoding strategy
(1)
retrieval-augmented generation
(1)
pointwise mutual information
(1)
language model fine-tuning
(1)
agent system
(1)
dialogue generation
(1)
domain generalization
(1)
Papers
How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness
IJCNLP 2025
Granite-Function Calling Model: Introducing Function Calling Abilities via Multi-task Learning of Granular Tasks
EMNLP 2024
Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs
EMNLP 2023
Gaining Insights into Unrecognized User Utterances in Task-Oriented Dialog Systems
EMNLP 2022
Bootstrapping Dialog Models from Human to Human Conversation Logs
AAAI 2021
Exemplar Encoder-Decoder for Neural Conversation Generation
ACL 2018
Non-sentential Question Resolution using Sequence to Sequence Learning
COLING 2016
Lexicon Infused Phrase Embeddings for Named Entity Resolution
CoNLL 2014