Results 21 to 30 of about 1,400,670 (295)
Acquisition of referentiality in elicited narratives of Estonian-speaking children
Open Linguistics, 2022 This study addresses the acquisition of referential expressions in pre-schoolers’ narratives in Estonian. A total of sixteen 6- to 7-year-old typically developing monolingual Estonian children were tested using the story “Baby Goat” from the Multilingual
Argus Reili, Kütt Andra
doaj +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
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
ReCLIP: A Strong Zero-Shot Baseline for Referring Expression Comprehension [PDF]
Annual Meeting of the Association for Computational Linguistics, 2022 Training a referring expression comprehension (ReC) model for a new visual domain requires collecting referring expressions, and potentially corresponding bounding boxes, for images in the domain. While large-scale pre-trained models are useful for image
Sanjay Subramanian +5 more
semanticscholar +1 more source
Lexicological Influence through Language Contacts
Revista de Lenguas Modernas, 2019 Language contacts can be studied in three directions: a) language acquisition; b) language borrowing; c) translation. In this project all of the three directions are investigated. The process of language borrowing is analysed on four levels: phonological,
Aleksandra Banjević
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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
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MultiInstruct: Improving Multi-Modal Zero-Shot Learning via Instruction Tuning [PDF]
Annual Meeting of the Association for Computational Linguistics, 2022 Instruction tuning, a new learning paradigm that fine-tunes pre-trained language models on tasks specified through instructions, has shown promising zero-shot performance on various natural language processing tasks.
Zhiyang Xu, Ying Shen, Lifu Huang
semanticscholar +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
Zero-shot Faithful Factual Error Correction [PDF]
Annual Meeting of the Association for Computational Linguistics, 2023 Faithfully correcting factual errors is critical for maintaining the integrity of textual knowledge bases and preventing hallucinations in sequence-to-sequence models.
Kung-Hsiang Huang +2 more
semanticscholar +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