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VOGUE: Answer Verbalization through Multi-Task Learning [article]

Endri Kacupaj, Shyamnath Premnadh, Kuldeep Singh, Jens Lehmann, Maria Maleshkova
2021 arXiv   pre-print
In this context, we propose a multi-task-based answer verbalization framework: VOGUE (Verbalization thrOuGh mUlti-task lEarning).  ...  The VOGUE framework attempts to generate a verbalized answer using a hybrid approach through a multi-task learning paradigm.  ...  The first row contains the results of the VOGUE framework when training all four modules with multi-task learning.  ... 
arXiv:2106.13316v2 fatcat:4nvt3gtje5dsfcqabhmms44vge

Gonadal Hormones and Cognitive Aging: A Midlife Perspective

Victor W Henderson
2011 Women's Health  
Natural menopause is a normal physiological process that can be directly studied only through observational research.  ...  episodic memory (California Verbal Learning Test).  ...  to other words in the list-the California Verbal Learning Test).  ... 
doi:10.2217/whe.10.87 pmid:21175393 pmcid:PMC3675221 fatcat:y65e3mu4m5abrdjj5kdjsohgiu

Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey [article]

Bonan Min, Hayley Ross, Elior Sulem, Amir Pouran Ben Veyseh, Thien Huu Nguyen, Oscar Sainz, Eneko Agirre, Ilana Heinz, Dan Roth
2021 arXiv   pre-print
We present a survey of recent work that uses these large language models to solve NLP tasks via pre-training then fine-tuning, prompting, or text generation approaches.  ...  First, in this formulation, a unified text-totext/seq2seq framework can be used to solve different NLP tasks via encoder-decoder architectures, thus facilitating multi-task learning and transfer learning  ...  Instead of training an answer selector (Han et al., 2021a) , Hsu et al. (2021) uses answer generation through fine-tuning PLMs such as T5 and BART, which consume the input question and the top answer  ... 
arXiv:2111.01243v1 fatcat:4xfjkkby2bfnhdrhmrdlliy76m

Voguing the Veil: Exploring an Emerging Youth Subculture of Muslim Women Fashioning a New Canadian Identity

Alvi Saba, Université D'Ottawa / University Of Ottawa, Université D'Ottawa / University Of Ottawa
Using the voices, photos and narratives of the four women I argue that through 'voguing the veil' these young Muslim women are actively entering into and cr [...]  ...  Using an Advocacy and Participatory methodology, the four women and myself engage in a collaborative inquiry examining meanings behind how we vogue the veil.  ...  One way I hope I have compensated for this is through thoroughness and detail. Participants sharing their experiences have done so through different mediums such as verbal narratives and photography.  ... 
doi:10.20381/ruor-3292 fatcat:jdbi5z2b7re5pjd6mu6tmc2lqq

More than just a pretty face

J. Cassell, T. Bickmore, H. Vilhjálmsson, H. Yan
2000 Proceedings of the 5th international conference on Intelligent user interfaces - IUI '00  
It is little wonder that these systems have been found to be likable and engaging, but to provide no improvement in task performance over text or speech-only interfaces.  ...  Of course, depictions of human bodies are also more decorative than menus on a screen and, like any new interface design, they are also currently quite in vogue and therefore attractive to many users.  ...  The studies, then, are not testing how particular uses of embodiment may improve task or learning performance.  ... 
doi:10.1145/325737.325781 dblp:conf/iui/CassellBVY00 fatcat:cbjigveprzc7bjvurwjdjaslpi

A study of visual puffery in fragrance advertising

Mark Toncar, Marc Fetscherin
2012 European Journal of Marketing  
Practical implications -Visual puffery may be effective and help marketers, even in countries where verbal puffery is illegal, to use another means to reach consumers.  ...  (Vogue UK, Vogue France, and Vogue Australia, and Vogue Italy).  ...  In the second section subjects were shown a copy of a fragrance ad and were asked to answer questions pertaining to that ad.  ... 
doi:10.1108/03090561211189239 fatcat:vvxqcdeptjhera3k6eiimw4jry

Fashioning readings, fashioning selves : a comparative study of the American, Australian and French editions of VOGUE magazine, 1997-1999

Somers, Tamara, 1974-
Such is the task of the VOGUE editor: to remind the chosen that they are special and at the same time to invite new members to the fold.  ...  Hermes's respondents described magazines as texts through which they would happily flick when they had little time to read, or when they were likely to be interrupted, or while completing another task  ... 
doi:10.4225/03/59ca023b1f756 fatcat:pdn7dkiff5dbhdb7ja5ylrkswa

Communication and adoption behavour of information technology by rural farmers in Ebonyi State

Egwu, Emeka Williams
2016 Asian Journal of Agriculture and Rural Development  
A multi-stage random sampling technique was used to select respondents. Data analyzed by statistics such as percentage, frequency distribution table and mean score derived from 4-point likert scale.  ...  We learn basic communication skills directly through educating and by practicing those skills and hearing they evaluated (Huesca, 2012) .  ...  Communication is the articulation of sending a message through different media, whether verbal and non-verbal, so long as a being transmits a though provoking idea, gesture, action long as a being, the  ... 
doi:10.18488/journal.1005/2016.6.1/1005.1.14.20 fatcat:edu2iu5wtbg7dnrg2fsi6s67pm

More than just a pretty face: conversational protocols and the affordances of embodiment

J Cassell, T Bickmore, L Campbell, H Vilhjálmsson, H Yan
2001 Knowledge-Based Systems  
However, results on the effectiveness of these interfaces for task completion have been mixed.  ...  Of course, depictions of human bodies are also more decorative than menus on a screen and, like any new interface design, they are also currently quite in vogue and therefore attractive to many users.  ...  The studies, then, are not testing how particular uses of embodiment may improve task or learning performance.  ... 
doi:10.1016/s0950-7051(00)00102-7 fatcat:mqxsvdaf75gohldk2wlrekagbm

The Facts and a Set of Pressures

1971 Contemporary Psychology  
Some of the most exciting and powerful new ideas in our field are those currently in vogue in the study of verbal learning described by Cofer and by Ellis.  ...  , developments that do much to remove the monotony that once so characterized the study of verbal learn- ing. response Or, take as another example, the de- velopment by Spence of the “masking- task” procedure  ... 
doi:10.1037/013917 fatcat:2gllznyovzhrbf7xnq2vd7i5zq

Memory Vocabulary Learning Strategies and Long-Term Retention

A Nemati
2010 Marang Journal of Language and Literature  
items through giving synonyms and mini-contexts.  ...  The present study was an attempt to compare the impacts of teaching through memory strategies on experimental group comparison to control group, where students were taught the meaning of new vocabulary  ...  The students were selected through multi-stage random sampling and they were randomly assigned to control and experimental groups.  ... 
doi:10.4314/marang.v20i1.56821 fatcat:fa5moywzprabtafdaiuzvnwlfq

A Study of Chinese and Japanese College Students' L2 Learning Styles

Man-ping Chu, Tomoko Nakamura
2010 Asian Culture and History  
styles through a classroom-based survey.  ...  Much more research has to be done to address the issue of theoretical coherence as well as aiming for well-rounded empirical findings, tested through replication.  ...  Such a teaching method may still be prevalent and in vogue in classrooms in the two countries.  ... 
doi:10.5539/ach.v2n2p30 fatcat:dc5iiswk3baqfd7jxrkeqzrvvm

Science teaching and general educational implications in india—1959

Stanley B. Brown, L. Barbara Brown
1959 Science Education  
This teacher-dominated atmos- phere is generally verbal and emphasis is on rote memorization, question and answer techniques.  ...  TEACHING 243 The children of India possess a natural In tribal villages where no written language exists, sagerness to learn about science. ancient educational methods are in vogue.  ... 
doi:10.1002/sce.3730430313 fatcat:2x2x6otw3rayrgjlvizgajpz5y

Proposing Fashion: The Discourse of Glossy Magazines

Brian Moeran
2014 Revista Comunicação e Sociedade  
Its language, too, is multi-dimensional (Crane, 2000: 207).  ...  So what did I learn?  ...  One guide to answering the first half of this question is fashion forecasting.  ... 
doi:10.17231/comsoc.24(2013).1779 fatcat:6ptuswajkzfjzc56ahtjkbj7jm

The Emergence of Propositions from the Co-ordination of Talk and Action in a Shared World

Brian Hazlehurst, Edwin Hutchins
1998 Language and Cognitive Processes  
We show that these properties do not emerge when a single individual learns the task alone and conclude that the properties emerge from the demands of the communication task rather than from anything inside  ...  We rst describe a process in which agents coordinating their actions and verbal productions with each other in a shared world leads to the development of propositional structures.  ...  task at hand.  ... 
doi:10.1080/016909698386564 fatcat:pzuzmobz6zemdguejbfwvc2fky
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