Helpful or Hierarchical? Predicting the Communicative Strategies of Chat Participants, and their Impact on Success
作者： Farzana Rashid , Tommaso Fornaciari , Dirk Hovy , Eduardo Blanco , Fernando Vega-Redondo
DOI: 10.18653/V1/2020.FINDINGS-EMNLP.214
关键词:
摘要: When interacting with each other, we motivate, advise, inform, show love or power towards our peers. However, the way interact may also hold some indication on how successful are, as people often try to help other achieve their goals. We study chat interactions of thousands aspiring entrepreneurs who discuss and develop business models. manually annotate a set about 5,500 four dimensions interaction styles (motivation, cooperation, equality, advice). find that these can be reliably predicted, communication used predict number indices success. Our findings indicate communicators are in domains.
aclweb.org参考文章(22)
Kevin H C Cheng, Further Linguistic Markers of Personality: The Way We Say Things Matters International journal of psychological studies. ,vol. 3, pp. 2- ,(2011) , 10.5539/IJPS.V3N1P2
Rafael Alonso, Ami Patel, Philip Bramsen, Martha Escobar-Molano, Extracting Social Power Relationships from Natural Language meeting of the association for computational linguistics. pp. 773- 782 ,(2011)
Stephanie Wagener, Marjan Gorgievski, Serge Rijsdijk, Businessman or host? Individual differences between entrepreneurs and small business owners in the hospitality industry. Service Industries Journal. ,vol. 30, pp. 1513- 1527 ,(2010) , 10.1080/02642060802624324
Tomas Mikolov, Geoffrey Zweig, Wen-tau Yih, Linguistic Regularities in Continuous Space Word Representations north american chapter of the association for computational linguistics. pp. 746- 751 ,(2013)
Ron Artstein, Massimo Poesio, Inter-coder agreement for computational linguistics Computational Linguistics. ,vol. 34, pp. 555- 596 ,(2008) , 10.1162/COLI.07-034-R2
Cristian Danescu-Niculescu-Mizil, Lillian Lee, Bo Pang, Jon Kleinberg, Echoes of power: language effects and power differences in social interaction the web conference. pp. 699- 708 ,(2012) , 10.1145/2187836.2187931
Minqing Hu, Bing Liu, Mining and summarizing customer reviews knowledge discovery and data mining. pp. 168- 177 ,(2004) , 10.1145/1014052.1014073
Yla R. Tausczik, James W. Pennebaker, Participation in an online mathematics community: differentiating motivations to add conference on computer supported cooperative work. pp. 207- 216 ,(2012) , 10.1145/2145204.2145237
Vinodkumar Prabhakaran, Owen Rambow, Predicting Power Relations between Participants in Written Dialog from a Single Thread Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers). pp. 339- 344 ,(2014) , 10.3115/V1/P14-2056
Taylor Berg-Kirkpatrick, Dirk Hovy, Eduard Hovy, Ashish Vaswani, Learning Whom to Trust with MACE north american chapter of the association for computational linguistics. pp. 1120- 1130 ,(2013)