Garima Lalwani
5 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(17)
Venues
Top co-authors
Research topics
Natural Language Processing
(4)
Deep Learning
(3)
Machine Learning
(2)
Generation
(2)
Learning Types · Machine Learning
(2)
Resources & Methods
(2)
Artificial Intelligence
(1)
Mathematics & Optimization
(1)
Speech & Audio
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Deep Learning
(1)
Keywords
optimal transport
(1)
cross-lingual transfer
(1)
masked language model
(1)
word alignment
(1)
context-aware
(1)
intent classification
(1)
natural language understanding
(1)
contextual modeling
(1)
unsupervised alignment
(1)
embedding alignment
(1)
pre-trained language model
(1)
student-teacher learning
(1)
attention pruning
(1)
slot labeling
(1)
syntactic category
(1)
contextualized word representation
(1)
dialog response selection
(1)
token-level evidence
(1)
multilingual contextualized embedding
(1)
task-oriented chatbot
(1)
Papers
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems
ICML 2024
Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection
Interspeech 2021
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings
EMNLP 2021
Context Analysis for Pre-trained Masked Language Models
EMNLP 2020
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots
EMNLP 2019