Scalable Attentive Sentence|Pair Modeling via Distilled Sentence ...

Scalable Attentive Sentence-Pair Modeling via Distilled ... - arXiv

In this paper, we introduce Distilled Sentence Embedding (DSE) - a model that is based on knowledge distillation from cross-attentive models, focusing on ...

Scalable Attentive Sentence-Pair Modeling via Distilled Sentence ...

In this pa- per, we introduce Distilled Sentence Embedding (DSE) – a model that is based on knowledge distillation from cross- attentive models, focusing on ...

[PDF] Scalable Attentive Sentence-Pair Modeling via Distilled ...

Distilled Sentence Embedding is introduced - a model that is based on knowledge distillation from cross-attentive models, focusing on sentence-pair tasks ...

Scalable Attentive Sentence-Pair Modeling via Distilled ... - arXiv

Scalable Attentive Sentence-Pair Modeling via. Distilled Sentence Embedding. Oren Barkan*1. Noam Razin*12. Itzik Malkiel12. Ori Katz13. Avi Caciularu14. Noam ...

(PDF) Scalable Attentive Sentence-Pair Modeling via Distilled ...

AI2V employs a context-target attention mechanism in order to learn and capture different characteristics of user historical behavior (context) with respect to ...

microsoft/Distilled-Sentence-Embedding: Scalable Attentive ... - GitHub

PyTorch implementation for the Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding (AAAI 2020) paper.

(PDF) Scalable Attentive Sentence Pair Modeling via Distilled ...

Recent state-of-the-art natural language understanding models, such as BERT and XLNet, score a pair of sentences (A and B) using multiple ...

Scalable attentive sentence-pair modeling via distilled sentence ...

Dive into the research topics of 'Scalable attentive sentence-pair modeling via distilled sentence embedding'. Together they form a unique fingerprint. Sort by ...

Scalable attentive sentence-pair modeling via ... - Tel Aviv University

Dive into the research topics of 'Scalable attentive sentence-pair modeling via distilled sentence embedding'. Together they form a unique fingerprint. Sentence ...

Sentence Pair Modeling - Papers With Code

Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding ... In this paper, we introduce Distilled Sentence Embedding (DSE) - a model that is ...

Advancing Scalabale Attentive Sentence-Pair Modeling with ...

Through extensive experimentation on benchmark datasets, our proposed RoBERTa-. GPT fusion framework demonstrates superior performance and scalability across ...

Scalable attentive sentence-pair modeling via distilled sentence ...

In this pa-per, we introduce Distilled Sentence Embedding (DSE) - a model that is based on knowledge distillation from cross-attentive models, focusing on ...

Publications | Noam Razin

On the Ability of Graph Neural Networks to Model Interactions Between Vertices ... Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding.

Oren Barkan | Papers With Code

In this paper, we introduce Distilled Sentence Embedding (DSE) - a model that is based on knowledge distillation from cross-attentive models, focusing on ...

‪Noam Razin‬ - ‪Google Scholar‬

Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding. O Barkan, N Razin, I Malkiel, O Katz, A Caciularu, N Koenigstein. The Thirty-Fourth ...

Doragd/Awesome-Sentence-Embedding - GitHub

【AAAI2020】 Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding; 【EMNLP2020】 Cross-Thought for Sentence Encoder Pre-training ...

Sentence Embeddings by Ensemble Distillation - Semantic Scholar

Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding ... model that is based on knowledge distillation from cross ...

Towards Non-task-specific Distillation of BERT via Sentence ...

without utilizing any cross attention to model the two sentences ... Scalable attentive sentence-pair modeling via distilled sen- tence embedding.

Sentence embedding - Wikipedia

"Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding". arXiv:1908.05161 [cs.LG]. ^ The Current Best of Universal Word Embeddings and ...

What is Sentence embeddings - Activeloop

... sentence embeddings consider the context and relationships between words within a sentence ... Scalable Attentive Sentence-Pair Modeling via Distilled Sentence ...