Results 41 to 50 of about 1,557,530 (322)
Google’s Multilingual Neural Machine Translation System: Enabling Zero-Shot Translation [PDF]
Transactions of the Association for Computational Linguistics, 2016 We propose a simple solution to use a single Neural Machine Translation (NMT) model to translate between multiple languages. Our solution requires no changes to the model architecture from a standard NMT system but instead introduces an artificial token ...
Melvin Johnson +11 more
semanticscholar +1 more source
Exploring Zero and Few-shot Techniques for Intent Classification [PDF]
Annual Meeting of the Association for Computational Linguistics, 2023 Conversational NLU providers often need to scale to thousands of intent-classification models where new customers often face the cold-start problem. Scaling to so many customers puts a constraint on storage space as well.
S. Parikh +3 more
semanticscholar +1 more source
Arab Studies Quarterly, 2021 Informed by theories of code-switching, memory, and trauma, my reading of Lebanese American Patricia Sarrafian Ward's diasporic novel The Bullet Collection (2003) centers on its multilingual usages to demonstrate how language ...
Syrine Hout
doaj +1 more source
Zero-Shot Cross-Lingual Transfer with Meta Learning
, 2020 Learning what to share between tasks has been a topic of great importance recently, as strategic sharing of knowledge has been shown to improve downstream task performance.
Augenstein, Isabelle +3 more
core +1 more source
ViLMA: A Zero-Shot Benchmark for Linguistic and Temporal Grounding in Video-Language Models
The Twelfth International Conference on Learning Representations (ICLR24),, 2023 Preprint.
Kesen I. +10 more
openaire +5 more sources
Tab-CoT: Zero-shot Tabular Chain of Thought [PDF]
Annual Meeting of the Association for Computational Linguistics, 2023 The chain-of-though (CoT) prompting methods were successful in various natural language processing (NLP) tasks thanks to their ability to unveil the underlying complex reasoning processes.
Ziqi Jin, Wei Lu
semanticscholar +1 more source
ReGen: Zero-Shot Text Classification via Training Data Generation with Progressive Dense Retrieval [PDF]
Annual Meeting of the Association for Computational Linguistics, 2023 With the development of large language models (LLMs), zero-shot learning has attracted much attention for various NLP tasks. Different from prior works that generate training data with billion-scale natural language generation (NLG) models, we propose a ...
Yue Yu +5 more
semanticscholar +1 more source
On the reference of zero subjects
Lietuvių Kalba, 2014 The article deals with the issue of the reference of zero subjects which has been very scarcely examined in Lithuanian linguistics. The first part of the article presents a review of the theoretical tools to analyse zero elements and its key theoretical ...
Simona Akamauskaitė, Vytautas Kardelis
doaj +1 more source
Towards the Question on the Zero Subject in English
Дискурс, 2021 Introduction. The article considers the case, when no subject is present in an impersonal English sentence. Many linguists believe that the subject in this case is implicit, because the sentence preserves its predicativity.
I. S. Stepanenko +2 more
doaj +1 more source
Massively Multilingual Sentence Embeddings for Zero-Shot Cross-Lingual Transfer and Beyond [PDF]
Transactions of the Association for Computational Linguistics, 2018 We introduce an architecture to learn joint multilingual sentence representations for 93 languages, belonging to more than 30 different families and written in 28 different scripts. Our system uses a single BiLSTM encoder with a shared byte-pair encoding
Mikel Artetxe, Holger Schwenk
semanticscholar +1 more source