Vineet Kumar
9 papers · 2014–2025 · 7 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (27) π Academic Marathon (11) π Conference Polyglot (6) π Interdisciplinary Bridge π§ Keyword Pioneer
πΊοΈ
Taxonomy Completionist
(27)
π
Interdisciplinary Bridge
π₯
Mega-Team
(26)
π§¬
Topic Evolution
π
Trend Setter
π₯
Unstoppable
(5)
β
The Questioner
ποΈ
Keyword Collector
(50)
Conferences
EMNLP (3)
AAAI (1)
AACL (1)
ACL (1)
COLING (1)
CONLL (1)
IJCNLP (1)
Top co-authors
Research topics
Keywords
parameter-efficient fine-tuning
(2)
dialog system
(2)
low-rank adaptation
(2)
response generation
(2)
text generation
(2)
recurrent neural network
(1)
dialogue generation
(1)
domain generalization
(1)
pointwise mutual information
(1)
neural network optimization
(1)
clustering algorithm
(1)
sequence-to-sequence learning
(1)
question answering
(1)
intent classification
(1)
tool use
(1)
knowledge distillation
(1)
decoding strategy
(1)
retrieval-augmented generation
(1)
conversational agent
(1)
multi-task learning
(1)
Papers
How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness
AACL 2025
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