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1
Evaluation of Thematic Coherence in Microblogs ...
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2
Transferring Knowledge Distillation for Multilingual Social Event Detection ...
Ren, Jiaqian; Peng, Hao; Jiang, Lei. - : arXiv, 2021
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3
A Longitudinal Multi-modal Dataset for Dementia Monitoring and Diagnosis ...
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4
DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations ...
Abstract: Read paper: https://www.aclanthology.org/2021.acl-long.72 Abstract: Sentence embeddings are an important component of many natural language processing (NLP) systems. Like word embeddings, sentence embeddings are typically learned on large text corpora and then transferred to various downstream tasks, such as clustering and retrieval. Unlike word embeddings, the highest performing solutions for learning sentence embeddings require labelled data, limiting their usefulness to languages and domains where labelled data is abundant. In this paper, we present DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations. Inspired by recent advances in deep metric learning (DML), we carefully design a self-supervised objective for learning universal sentence embeddings that does not require labelled training data. When used to extend the pretraining of transformer-based language models, our approach closes the performance gap between unsupervised and supervised pretraining for universal sentence ...
Keyword: Computational Linguistics; Condensed Matter Physics; Deep Learning; Electromagnetism; FOS Physical sciences; Information and Knowledge Engineering; Neural Network; Semantics
URL: https://dx.doi.org/10.48448/kfq5-k490
https://underline.io/lecture/25949-declutr-deep-contrastive-learning-for-unsupervised-textual-representations
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5
Evaluation of Thematic Coherence in Microblogs ...
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6
CRFR: Improving Conversational Recommender Systems via Flexible Fragments Reasoning on Knowledge Graphs ...
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7
Keratodellitha anubis Jouault & Maréchal & Wang & Perrichot 2021, SP. NOV. ...
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Keratodellitha anubis Jouault & Maréchal & Wang & Perrichot 2021, SP. NOV. ...
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Keratodellitha kirin Maréchal & Jouault & Perrichot 2021, SP. NOV. ...
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Keratodellitha kirin Maréchal & Jouault & Perrichot 2021, SP. NOV. ...
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Keratodellitha basilisci Jouault & Maréchal & Wang & Perrichot 2021, SP. NOV. ...
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12
Keratodellitha basilisci Jouault & Maréchal & Wang & Perrichot 2021, SP. NOV. ...
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13
Natural Language Processing markers in first episode psychosis and people at clinical high-risk
In: Transl Psychiatry (2021)
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14
New remarkable hell ants (Formicidae: Haidomyrmecinae stat. nov.) from mid-Cretaceous amber of northern Myanmar
In: ISSN: 0195-6671 ; EISSN: 1095-998X ; Cretaceous Research ; https://hal-insu.archives-ouvertes.fr/insu-02439287 ; Cretaceous Research, Elsevier, 2020, 109, pp.104381. ⟨10.1016/j.cretres.2020.104381⟩ (2020)
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15
Information Extraction from Swedish Medical Prescriptions with Sig-Transformer Encoder ...
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16
ISLab System for SMM4H Shared Task 2020 ...
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17
Revealing the hidden features in traffic prediction via entity embedding [<Journal>]
Wang, Bo [Verfasser]; Shaaban, Khaled [Verfasser]; Kim, Inhi [Verfasser]
DNB Subject Category Language
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18
Bridging Boundaries between Systemic Functional Linguistics and Translation Studies: An Interview with Erich Steiner (Part I) ...
Steiner, Erich; Wang, Bo; Matthiessen, Christian M.I.M.. - : Universität des Saarlandes, 2019
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19
Name Lookup in Named Data Networking: A Review
In: Information; Volume 10; Issue 3; Pages: 85 (2019)
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20
‘The axial rethink’ – making sense of language: an interview with Christian M.I.M. Matthiessen [<Journal>]
Matthiessen, Christian M. I. M. [Verfasser]; Wang, Bo [Sonstige]; Mwinlaaru, Isaac N. [Sonstige].
DNB Subject Category Language
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