Saleh Soltan
9 papers · 2020–2023 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (7)
πΊοΈ
Taxonomy Completionist
(37)
π
Keyword Champion
(2)
β‘
Prolific Year
(5)
Conferences
EMNLP (4)
AACL (1)
ACL (1)
COLING (1)
CONLL (1)
IJCNLP (1)
Top co-authors
Keywords
cross-lingual transfer
(4)
semantic parsing
(4)
few-shot learning
(3)
data augmentation
(3)
encoder-decoder architecture
(2)
synthetic datum
(2)
transfer learning
(2)
sequence-to-sequence model
(2)
insertion transformer
(2)
zero-shot learning
(2)
non-autoregressive decoding
(2)
model pretraining
(1)
multilingual nlp
(1)
intent classification
(1)
text summarization
(1)
knowledge distillation
(1)
extractive summarization
(1)
constrained decoding
(1)
conversational ai
(1)
parameter efficiency
(1)
Papers
Recipes for Sequential Pre-training of Multilingual Encoder and Seq2Seq Models
ACL 2023
LINGUIST: Language Model Instruction Tuning to Generate Annotated Utterances for Intent Classification and Slot Tagging
COLING 2022
CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing
AACL 2022
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
IJCNLP 2022
Limitations of Knowledge Distillation for Zero-shot Transfer Learning
EMNLP 2021
Donβt Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding
CONLL 2020
Donβt Parse, Insert: Multilingual Semantic Parsing with Insertion Based Decoding
EMNLP 2020