Saleh Soltan
7 papers · 2020–2023 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Silver
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(28)
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Hot Topic Early Bird
🧭
Keyword Pioneer
Venues
Top co-authors
Research topics
Natural Language Processing
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Learning Types · Machine Learning
(5)
Deep Learning
(4)
Application Areas
(3)
Learning Paradigms
(3)
Resources & Methods
(3)
Applications
(2)
Architectures
(2)
Core AI
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Understanding
(2)
Models
(1)
Keywords
semantic parsing
(2)
sequence-to-sequence model
(2)
cross-lingual transfer
(2)
few-shot learning
(2)
data augmentation
(2)
transfer learning
(2)
encoder-decoder architecture
(2)
multilingual nlp
(1)
text summarization
(1)
knowledge distillation
(1)
extractive summarization
(1)
conversational ai
(1)
model pretraining
(1)
intent classification
(1)
constrained generation
(1)
parameter efficiency
(1)
zero-shot transfer
(1)
synthetic data
(1)
constrained decoding
(1)
instruction tuning
(1)
Papers
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models
ACL 2023
A Hybrid Approach to Cross-lingual Product Review Summarization
EMNLP 2022
CGF: Constrained Generation Framework for Query Rewriting in Conversational AI
EMNLP 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing
AACL 2022
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging
COLING 2022
Limitations of Knowledge Distillation for Zero-shot Transfer Learning
EMNLP 2021
Don’t Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding
CoNLL 2020