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Modeling interaction features for debate side clustering
2013
Proceedings of the 22nd ACM international conference on Conference on information & knowledge management - CIKM '13
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intentions; and a clustering stage to incorporate interaction features and model the interplay between interactions and sides for debate side clustering. ...
This paper proposes a two-stage solution based on latent variable models: an interaction feature identification stage to mine interaction features from structured debate posts with known sides and reply ...
We then design our Debate Side Model to consider interaction features and the interplay between interactions and sides for debate side clustering. ...
doi:10.1145/2505515.2505634
dblp:conf/cikm/QiuYJ13
fatcat:qft5fsisqbbs5ke6diqjw2gxay
Exploring the Role of Prior Beliefs for Argument Persuasion
2018
Proceedings of the 2018 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Volume 1 (Long Papers)
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Public debate forums provide a common platform for exchanging opinions on a topic of interest. ...
While recent studies in natural language processing (NLP) have provided empirical evidence that the language of the debaters and their patterns of interaction play a key role in changing the mind of a ...
We thank Yoav Artzi, Faisal Ladhak, Amr Sharaf, Tianze Shi, Ashudeep Singh and the anonymous reviewers for their helpful feedback. We also thank the Cornell NLP group for their insightful comments. ...
doi:10.18653/v1/n18-1094
dblp:conf/naacl/DurmusC18
fatcat:nq6zii6yqnbpniiziipaazblia
Falling into the Echo Chamber: the Italian Vaccination Debate on Twitter
[article]
2020
arXiv
pre-print
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The structure of these communities differs as well, with skeptics arranged in a tightly connected cluster, and advocates organizing themselves around few authoritative hubs. ...
Insights of this study provide several avenues for potential future interventions, including network-guided targeting, accounting for the political context, and monitoring of alternative sources of information ...
Acknowledgments The authors acknowledge support from the Lagrange Project of the Institute for Scientific Interchange Foundation (ISI Foundation) funded by Fondazione Cassa di Risparmio di Torino (Fondazione ...
arXiv:2003.11906v1
fatcat:7d4yzxfddfacjk47yc3xp5ietq
Toward a Standard Approach for Echo Chamber Detection: Reddit Case Study
2021
Applied Sciences
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Up to date, a formal definition, as well as a platform-independent approach for its detection, is still lacking. ...
This paper proposes a general framework to identify echo chambers on online social networks built on top of features they commonly share. ...
controversy based on how they write about it; the comment feature to define users debate network. ...
doi:10.3390/app11125390
fatcat:f4mehbaxivclfiuk7oqxpk6pcy
An Integrated Model for User Attribute Discovery: A Case Study on Political Affiliation Identification
[chapter]
2014
Lecture Notes in Computer Science
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Our model achieved an accuracy of 70.1% for user party detection task. ...
In our work, we proposed an integrated unsupervised model which takes into consideration all the three components integral to the task. ...
Interaction links are based on controversial debates. ...
doi:10.1007/978-3-319-06608-0_36
fatcat:o6xkausj3fg5ngwq2mkimbjpna
Towards Understanding Persuasion in Computational Argumentation
[article]
2021
arXiv
pre-print
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We also investigate the role of social interactions and engagement in understanding users' success in online debating over time. ...
Then, we propose models to understand the role of the audience's prior beliefs on their perception of arguments. ...
Linguistic features We extract linguistic features separately for both the PRO and CON side of the debate (combining all the utterances of each side across the different turns). ...
arXiv:2110.01078v1
fatcat:dss7or3cmbas3fdrcx25xzyxma
Exploiting Debate Portals for Semi-Supervised Argumentation Mining in User-Generated Web Discourse
2015
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
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We propose novel features that exploit clustering of unlabeled data from debate portals based on a word embeddings representation. ...
Using these features, we significantly outperform several baselines in the cross-validation, cross-domain, and cross-register evaluation scenarios. ...
Association for Computational Linguistics. Elena Cabrio and Serena Villata. 2012. Combining textual entailment and argumentation theory for supporting online debates interactions. ...
doi:10.18653/v1/d15-1255
dblp:conf/emnlp/HabernalG15
fatcat:pj62lo5jpzfytpzo3n2lefa2ca
The Presentation of Self as Good and Right: How Value Propositions and Business Model Features are Linked in the Sharing Economy
2019
Journal of Business Ethics
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organizations, which we term "sustainability by model" and "sustainability by feature." ...
themselves as "good" sharing organizations and (2) the business model features they make visible to appear as having the "right" organizational model. ...
Acknowledgments We wish to thank the German Federal Ministry of Education and Research for funding our research (Grant Nos. 01UT1408A and 01UT1408E). ...
doi:10.1007/s10551-019-04209-5
fatcat:zf7vjbipdrci7jx5yra7r6pmga
What Changed Your Mind: The Roles of Dynamic Topics and Discourse in Argumentation Process
[article]
2020
arXiv
pre-print
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In our world with full of uncertainty, debates and argumentation contribute to the progress of science and society. ...
The results show that our model outperforms state-of-the-art models in identifying persuasive arguments via explicitly exploring dynamic factors of topic and discourse. ...
For example, it works for the classic Oxford-style debate involving two sides, where one argues "for" a statement and the other "against". ...
arXiv:2002.03536v1
fatcat:55l4nmz745c3nffep5z454xotu
Recognizing Conversational Interaction Based on 3D Human Pose
[chapter]
2013
Lecture Notes in Computer Science
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We believe this is among one of the first work that is devoted to conversational interaction classification using 3D pose features and to show this task is indeed possible. ...
We adopt Kinect sensors to extract low level temporal features. ...
The former is used to measure the lower arm joints on the left side and the latter is for right side. ...
doi:10.1007/978-3-319-02895-8_13
fatcat:chbqdvb4hjb7lkuh5ma4t4mzey
A new generation of science overlay maps with an application to the history of biosystematics
[article]
2015
arXiv
pre-print
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for scientific domains. ...
As a use case, an empirical study is presented into the discovery of a long-standing complex, interdisciplinary discourse, the debate on the species concept in biosystematics. ...
For example, a proper interaction of evolutionary systematics, on one side, and the philosophy of science (of biology), on the other side, had a significant effect on the present state of the debate. ...
arXiv:1504.05816v1
fatcat:oe24ss7qhzdx3jr4rv3pqtmcfi
The Effect of Collective Attention on Controversial Debates on Social Media
[article]
2017
arXiv
pre-print
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of the debate; and overall more uniform lexicon usage across all users. ...
Specifically, we explore how the structure of interactions and content of discussion varies with the level of collective attention, as evidenced by the number of users discussing a topic. ...
to developing models for them. ...
arXiv:1705.05908v1
fatcat:3xywlkgjbzdnfl4nsqxdt6rmlq
The Effect of Collective Attention on Controversial Debates on Social Media
2017
Proceedings of the 2017 ACM on Web Science Conference - WebSci '17
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of the debate; and overall more uniform lexicon usage across all users. ...
Speci cally, we explore how the structure of interactions and content of discussion varies with the level of collective attention, as evidenced by the number of users discussing a topic. ...
to developing models for them. ...
doi:10.1145/3091478.3091486
dblp:conf/websci/GarimellaMGM17
fatcat:4nhftysonnhezoin3df5lshsfi
Phase-space methods in nuclear reactions around the Fermi energy
[article]
2006
arXiv
pre-print
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Some prescriptions for in-medium complex particle production in nuclear reactions are proposed. ...
They have been implemented in two models to simulate nucleon-nucleus (nIPSE) and nucleus-nucleus (HIPSE) reactions around the Fermi energy Lac04,Lac05. ...
This issue remains a highly debated question. ...
arXiv:nucl-th/0601051v1
fatcat:4ta2fwungrg7tmyd4zm6cdbz3e
Evolution of the Dynamical Pairing across the Phase Diagram of a Strongly Correlated High-Temperature Superconductor
2009
Physical Review Letters
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2008 pre-print arXiv:0812.1201v1 fatcat:hb7vwozg7jgz3nquccbljnv5ymOther Versions
We study the dynamics of the Cooper pairing across the T=0 phase diagram of the two-dimensional Hubbard Model, relevant for high-temperature superconductors, using a cluster extension of dynamical mean ...
In CDMFT H is mapped onto more handleable cluster-impurity (2×2 plaquette in our case) model of interacting electrons embedded in a non-interacting bath of fermions, subjected to a self-consistency condition ...
In this paper we enter this debate by investigating the evolution of the pairing interaction from the over-doped to the under-doped side of the phase diagram of H-Tc superconductors. ...
doi:10.1103/physrevlett.103.136402
pmid:19905530
fatcat:sxegxoe3ofdrdian527qbwku6m
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