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The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021 (1.025)
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Hits 1 – 20 of 1.603
1
Learning and controlling the source-filter representation of speech with a variational autoencoder
Sadok, Samir
;
Leglaive, Simon
;
Girin, Laurent
...
In: https://hal.archives-ouvertes.fr/hal-03650569 ; 2022 (2022)
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2
Genetic Neural Architecture Search for automatic assessment of human sperm images
Miahi, Erfan
;
Mirroshandel, Seyedabolghasem
;
Nasr, Alexis
In: ISSN: 0957-4174 ; Expert Systems with Applications ; https://hal.archives-ouvertes.fr/hal-03585035 ; Expert Systems with Applications, Elsevier, 2022 (2022)
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3
Unsupervised quantification of entity consistency between photos and text in real-world news ...
Müller-Budack, Eric
. - : Hannover : Institutionelles Repositorium der Leibniz Universität Hannover, 2022
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4
Multi language Email Classification Using Transfer learning
Sousa, Mário Jorge Carvalho de
. - 2022
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5
Jibes & Delights: A Dataset of Targeted Insults and Compliments to Tackle Online Abuse ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Mamidi, Radhika
;
Pant, Kartikey
. - : Underline Science Inc., 2022
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6
Bird’s Eye: Probing for Linguistic Graph Structures with a Simple Information-Theoretic Approach ...
The Joint Conference of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing 2021
;
Hou, Yifan
;
Sachan, Mrinmaya
. - : Underline Science Inc., 2022
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7
Lexicon-Based vs. Bert-Based Sentiment Analysis: A Comparative Study in Italian
Rosario Catelli; Serena Pelosi; Massimo Esposito
In: Electronics; Volume 11; Issue 3; Pages: 374 (2022)
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8
COVID-19 Vaccination-Related Sentiments Analysis: A Case Study Using Worldwide Twitter Dataset
Aijaz Ahmad Reshi; Furqan Rustam; Wajdi Aljedaani; Shabana Shafi; Abdulaziz Alhossan; Ziyad Alrabiah; Ajaz Ahmad; Hessa Alsuwailem; Thamer A. Almangour; Musaad A. Alshammari; Ernesto Lee; Imran Ashraf
In: Healthcare; Volume 10; Issue 3; Pages: 411 (2022)
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9
A Novel Pathological Voice Identification Technique through Simulated Cochlear Implant Processing Systems
Rumana Islam; Esam Abdel-Raheem; Mohammed Tarique
In: Applied Sciences; Volume 12; Issue 5; Pages: 2398 (2022)
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10
Considering Commonsense in Solving QA: Reading Comprehension with Semantic Search and Continual Learning
Seungwon Jeong; Dongsuk Oh; Kinam Park; Heuiseok Lim
In: Applied Sciences; Volume 12; Issue 9; Pages: 4099 (2022)
Abstract:
Unlike previous dialogue-based question-answering (QA) datasets, DREAM, multiple-choice Dialogue-based REAding comprehension exaMination dataset, requires a deep understanding of dialogue. Many problems require multi-sentence reasoning, whereas some require commonsense reasoning. However, most pre-trained language models (PTLMs) do not consider commonsense. In addition, because the maximum number of tokens that a language model (LM) can deal with is limited, the entire dialogue history cannot be included. The resulting information loss has an adverse effect on performance. To address these problems, we propose a Dialogue-based QA model with Common-sense Reasoning (DQACR), a language model that exploits Semantic Search and continual learning. We used Semantic Search to complement information loss from truncated dialogue. In addition, we used Semantic Search and continual learning to improve the PTLM’s commonsense reasoning. Our model achieves an improvement of approximately 1.5% over the baseline method and can thus facilitate QA-related tasks. It contributes toward not only dialogue-based QA tasks but also another form of QA datasets for future tasks.
Keyword:
commonsense reasoning
;
deep learning
;
dialogue-based multiple-choice QA
;
pre-trained language models
;
semantic search
URL:
https://doi.org/10.3390/app12094099
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11
Multimodal Lip-Reading for Tracheostomy Patients in the Greek Language
Yorghos Voutos; Georgios Drakopoulos; Georgios Chrysovitsiotis; Zoi Zachou; Dimitris Kikidis; Efthymios Kyrodimos; Themis Exarchos
In: Computers; Volume 11; Issue 3; Pages: 34 (2022)
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12
Identifying Learners’ Interaction Patterns in an Online Learning Community
Xuemei Wu; Zhenzhen He; Mingxi Li; Zhongmei Han; Changqin Huang
In: International Journal of Environmental Research and Public Health; Volume 19; Issue 4; Pages: 2245 (2022)
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13
Analysis of the Full-Size Russian Corpus of Internet Drug Reviews with Complex NER Labeling Using Deep Learning Neural Networks and Language Models
Alexander Sboev; Sanna Sboeva; Ivan Moloshnikov; Artem Gryaznov; Roman Rybka; Alexander Naumov; Anton Selivanov; Gleb Rylkov; Vyacheslav Ilyin
In: Applied Sciences; Volume 12; Issue 1; Pages: 491 (2022)
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14
An Evolution Gaining Momentum—The Growing Role of Artificial Intelligence in the Diagnosis and Treatment of Spinal Diseases
Andre Wirries; Florian Geiger; Ludwig Oberkircher; Samir Jabari
In: Diagnostics; Volume 12; Issue 4; Pages: 836 (2022)
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15
Artificial Intelligence in Digestive Endoscopy—Where Are We and Where Are We Going?
Radu-Alexandru Vulpoi; Mihaela Luca; Adrian Ciobanu; Andrei Olteanu; Oana-Bogdana Barboi; Vasile Liviu Drug
In: Diagnostics; Volume 12; Issue 4; Pages: 927 (2022)
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16
Detection of Chinese Deceptive Reviews Based on Pre-Trained Language Model
Chia-Hsien Weng; Kuan-Cheng Lin; Jia-Ching Ying
In: Applied Sciences; Volume 12; Issue 7; Pages: 3338 (2022)
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17
Transformer-Based Abstractive Summarization for Reddit and Twitter: Single Posts vs. Comment Pools in Three Languages
Ivan S. Blekanov; Nikita Tarasov; Svetlana S. Bodrunova
In: Future Internet; Volume 14; Issue 3; Pages: 69 (2022)
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18
The Sustainable Development of Intangible Cultural Heritage with AI: Cantonese Opera Singing Genre Classification Based on CoGCNet Model in China
Qiao Chen; Wenfeng Zhao; Qin Wang; Yawen Zhao
In: Sustainability; Volume 14; Issue 5; Pages: 2923 (2022)
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19
Artificial Intelligence and Machine Learning in the Diagnosis and Management of Gastroenteropancreatic Neuroendocrine Neoplasms—A Scoping Review
Athanasios G. Pantelis; Panagiota A. Panagopoulou; Dimitris P. Lapatsanis
In: Diagnostics; Volume 12; Issue 4; Pages: 874 (2022)
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20
Automatic Classification Framework of Tongue Feature Based on Convolutional Neural Networks
Jiawei Li; Zhidong Zhang; Xiaolong Zhu; Yunlong Zhao; Yuhang Ma; Junbin Zang; Bo Li; Xiyuan Cao; Chenyang Xue
In: Micromachines; Volume 13; Issue 4; Pages: 501 (2022)
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