Garima Lalwani
6 papers · 2019–2024 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Academic Marathon (5) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (15)
π§
Keyword Pioneer
π
Cross-Pollinator
(14)
Conferences
EMNLP (3)
ICML (1)
IJCNLP (1)
INTERSPEECH (1)
Top co-authors
Keywords
slot labeling
(2)
natural language understanding
(2)
intent classification
(2)
task-oriented chatbot
(2)
contextual modeling
(1)
unsupervised alignment
(1)
embedding alignment
(1)
optimal transport
(1)
attention pruning
(1)
syntactic category
(1)
contextualized word representation
(1)
dialog response selection
(1)
token-level evidence
(1)
multilingual contextualized embedding
(1)
pre-trained language model
(1)
cross-lingual transfer
(1)
masked language model
(1)
word alignment
(1)
Papers
An Efficient Self-Learning Framework For Interactive Spoken Dialog Systems
ICML 2024
Using Optimal Transport as Alignment Objective for fine-tuning Multilingual Contextualized Embeddings
EMNLP 2021
Joint Retrieval-Extraction Training for Evidence-Aware Dialog Response Selection
INTERSPEECH 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
CASA-NLU: Context-Aware Self-Attentive Natural Language Understanding for Task-Oriented Chatbots
IJCNLP 2019