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ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named Entities
In: ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR ’22) ; https://hal-universite-paris-saclay.archives-ouvertes.fr/hal-03650618 ; 2022 (2022)
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2
FedQAS: Privacy-Aware Machine Reading Comprehension with Federated Learning
In: Applied Sciences; Volume 12; Issue 6; Pages: 3130 (2022)
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3
English machine reading comprehension: new approaches to answering multiple-choice questions
Dzendzik, Daria. - : Dublin City University. School of Computing, 2021. : Dublin City University. ADAPT, 2021
In: Dzendzik, Daria (2021) English machine reading comprehension: new approaches to answering multiple-choice questions. PhD thesis, Dublin City University. (2021)
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4
Unsupervised Morphological Segmentation and Part-of-Speech Tagging for Low-Resource Scenarios
Eskander, Ramy. - 2021
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5
Geographic Question Answering with Spatially-Explicit Machine Learning Models
Mai, Gengchen. - : eScholarship, University of California, 2021
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6
Neural Question Answering Models with Broader Knowledge Scope and Deeper Reasoning Power
Xiong, Wenhan. - : eScholarship, University of California, 2021
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7
Exploiting multimodality and structure in world representations ...
Cangea, Catalina. - : Apollo - University of Cambridge Repository, 2021
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8
Enhancing multiple-choice question answering with causal knowledge
Buitelaar, Paul; Dalal, Dhairya; Arcan, Mihael. - : Association for Computational Linguistics, 2021
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9
Arabic question answering system: a survey
Azmi, Aqil M.; Cambria, Erik; Hussain, Amir. - : Springer, 2021
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10
ViquiQuAD: an extractive QA dataset from Catalan Wikipedia ...
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11
ViquiQuAD: an extractive QA dataset from Catalan Wikipedia ...
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12
VilaQuAD: an extractive QA dataset from Catalan newswire ...
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13
VilaQuAD: an extractive QA dataset from Catalan newswire ...
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14
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ...
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15
CRAFT: A Benchmark for Causal Reasoning About Forces and inTeractions ...
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16
Unsupervised Morphological Segmentation and Part-of-Speech Tagging for Low-Resource Scenarios ...
Eskander, Ramy. - : Columbia University, 2021
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17
Blindness to Modality Helps Entailment Graph Mining ...
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18
WebSRC: A Dataset for Web-Based Structural Reading Comprehension ...
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19
Semantic Categorization of Social Knowledge for Commonsense Question Answering ...
Abstract: Large pre-trained language models (PLMs) have led to great success on various commonsense question answering (QA) tasks in an end-to-end fashion. However, little attention has been paid to what commonsense knowledge is needed to deeply characterize these QA tasks. In this work, we proposed to categorize the semantics needed for these tasks using the SocialIQA as an example. Building upon our labeled social knowledge categories dataset on top of SocialIQA, we further train neural QA models to incorporate such social knowledge categories and relation information from a knowledge base. Unlike previous work, we observe our models with semantic categorizations of social knowledge can achieve comparable performance with a relatively simple model and smaller size compared to other complex approaches. ...
Keyword: Computational Linguistics; Language Models; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Question-Answering Systems
URL: https://underline.io/lecture/39769-semantic-categorization-of-social-knowledge-for-commonsense-question-answering
https://dx.doi.org/10.48448/yxqp-t370
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20
ESTER: A Machine Reading Comprehension Dataset for Reasoning about Event Semantic Relations ...
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