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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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2
Tweet Analytics for Political Position Estimation ; 12th IEEE International Conference on Cognitive Infocommuincations -- CogInfoCom2021
Vogel, Carl. - 2021
Abstract: PUBLISHED ; An increasingly popular method of predicting trends and forecasting voting outcomes is to create a prediction model based on alignment of publicly available social media content produced by voters with voting behaviours. This paper aims to analyse whether Twitter data extracted from local Dublin City Council members’ Twitter accounts in comparison with corresponding Councillor and Motion data from the Council- Tracker.ie website can be interpreted and used to create a model to predict the voting outcome of local Dublin City Council votes to pass motions. The aim was to explore whether through utilising machine learning techniques along with natural language processing techniques, reliable and data driven predictions can be generated for policy-making proposals brought forward. The acquired experimental results suggest that the approach used was marginally adequate in supporting the proposed hypothesis, although some interesting results were derived. Of the models analysed the Decision Tree model produced the most accurate results with an accuracy score of 0.71 (baseline: 0.63). Analysis of the models and an ablation study showed that the features derived from tweet texts and motion texts along with overall properties of a Councillor’s twitter account were the most powerful indicators. The behaviour of a tweet, such as its acquired number of favorites or retweets, were not indicative of the results in both the random forest model and decision tree model
Keyword: Computational Linguistics; Digital Humanities; Dublin City Council; Early adopters; Google+; Influence; Information; Personality traits; Political Behavior; Political Behaviour; Political Methodology; Political Psychology; political science; Politics; Rumor; Social media; Social networks; text analytics; Twitter
URL: http://people.tcd.ie/vogel
http://hdl.handle.net/2262/97346
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3
Advanced Assistive Technologies for Elderly People: A Psychological Perspective on Seniors' Needs and Preferences (part B)
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4
The Influence of Personas' Gender in Design ; CHItaly 2021: 14th Biannual Conference of the Italian SIGCHI Chapter
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5
Aspects of linguistic ageing in literary authors across time
Vogel, Carl. - 2021
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6
English Machine Reading Comprehension Datasets: A Survey ; Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing
Vogel, Carl; Foster, Jennifer; Dzendzik, Daria. - : Association for Computational Linguistics, 2021
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7
Q. Can knowledge graphs be used to answer Boolean questions? A. It’s complicated!
In: Dzendzik, Daria, Vogel, Carl orcid:0000-0001-8928-8546 and Foster, Jennifer orcid:0000-0002-7789-4853 (2020) Q. Can knowledge graphs be used to answer Boolean questions? A. It’s complicated! In: First Workshop on Insights from Negative Results in NLP, 10 Nov 2020, Online. (2020)
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Q. Can Knowledge Graphs be used to Answer Boolean Questions? A. It's complicated! ; First Workshop on Insights from Negative Results in NLP
Vogel, Carl. - : Association for Computational Linguistics, 2020
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9
Synchrony in Human-Bonobo Dialog ; 11th IEEE International Conference on Cognitive Infocommunications
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10
An Evaluation Method for Diachronic Word Sense Induction ; "Findings of the Association for Computational Linguistics: EMNLP 2020
Alsulaimani, Ashjan; Vogel, Carl; Moreau, Erwan. - : Association for Computational Linguistics, 2020
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11
Acoustic Features in Dialogue Dominate Accurate Personality Trait Classification ; 2020 IEEE International Conference on Human-Machine Systems (ICHMS)
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12
Map Task Deviation Scores: A Reconstruction ; 11th IEEE International Conference on Cognitive Infocommunications
Vogel, Carl. - 2020
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13
Advanced Assistive Technologies for Elderly People: A Psychological Perspective on Seniors' Needs and Preferences (part A)
Vogel, Carl. - 2020
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14
Gender Effects in Mobile Application Development. ; 2020 IEEE International Conference on Human-Machine Systems
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15
Taking Offence ; {11th IEEE International Conference on Cognitive Infocommunications (CogInfoCom2020)
Vogel, Carl. - 2020
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16
Using character N-grams to explore diachronic change in medieval English
In: Folia linguistica historica. - Berlin : Mouton de Gruyter 40 (2019) 2, 249-299
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17
Advancing and Validating Models of Cognitive Architecture ; 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)
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18
Formulaic Thought and Expression in Linguistic Politeness ; Culture, Cognition, Discourse and Grammar: Cognitive Considerations on Formulaic Language
Vogel, Carl. - : Peter Lang, 2019
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19
Detecting linguistic change based on word co-occurrence patterns ; HistoInformatics 2017: International Workshop on Computational History 2017
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20
Linguistic and Behaviour Interaction Analysis within Cognitive Infocommunications ; 10th IEEE International Conference on Cognitive Infocommunications (CogInfoCom)
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