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3Unsupervised sentiment neuron
We’ve developed an unsupervised system which learns an excellent representation of sentiment.
8 years ago by @hotho
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sentiment
character
prediction
vector
classification
sentimentcharacterpredictionvectorclassification
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1Temporal Networks | Springer
The concept of temporal networks is an extension of complex networks as a modeling framework to include information on when interactions between nodes
10 years ago by @schwemmlein
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kallimachos
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characterkallimachosbookinteractionnetworkstemporal
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2Character Constellation and Genre in German Novel
http://nbviewer.ipython.org/urls/dl.dropboxusercontent.com/u/6179338/Character%20Constellation%20and%20Genre%20in%20the%20German%20Novel.ipynb
10 years ago by @schwemmlein
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1Story embedding: Learning distributed representations of stories based on character networks
O. Lee, and J. Jung. Artificial Intelligence, (2020)
5 years ago by @schwemmlein
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literature
nlp
Story2Vec
narrative
Character
embeddings
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literaturenlpStory2VecnarrativeCharacterembeddingsStorynetwork
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2Beyond canonical texts: A computational analysis of fanfiction
S. Milli, and D. Bamman. Proceedings of the 2016 Conference on Empirical Methods in Natural Language Processing, page 2048--2053. (2016)
5 years ago by @schwemmlein
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fiction
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literaturenlpfictioncharacterfananalysisnetwork
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1Temporal Word Embeddings for Narrative Understanding
C. Volpetti, K. Vani, and A. Antonucci. (2019)
5 years ago by @schwemmlein
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literaturesentimentnlpcharacternarrativeharryembeddingpotterword
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1Modeling Dynamic Relationships Between Characters in Literary Novels.
S. Chaturvedi, S. Srivastava, H. III, and C. Dyer. Thirtieth AAAI Conference on Artificial Intelligence, (2016)
5 years ago by @schwemmlein
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literaturenlpfictioncharacterrelationnetwork
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2Extraction and Analysis of Fictional Character Networks: A Survey
V. Labatut, and X. Bost. ACM Computing Surveys (CSUR), 52 (5): 1--40 (2019)
5 years ago by @schwemmlein
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fiction
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literaturenlpfictioncharactersurveyanalysisnetworkextraction
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1Strong Ties and Where to Find Them: Or, Why Neville (and Ginny and Seamus) and Bellatrix (and Lucius) Might Be More Important than Harry and Tom
S. Everton, T. Everton, A. Green, C. Hamblin, and R. Schroeder. SSRN, (2019)
5 years ago by @schwemmlein
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literature
nlp
character
harry
potter
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literaturenlpcharacterharrypotteranalysisnetworkextraction
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2ENTYFI: Entity Typing in Fictional Texts
C. Chu, S. Razniewski, and G. Weikum. Proceedings of the 13th International Conference on Web Search and Data Mining, page 124--132. ACM, (2020)
5 years ago by @schwemmlein
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3EntiTies: An Interface for Annotating Ties between Entities in Text
H. Feild, T. Amello, and P. Lombardo. (2020)
5 years ago by @schwemmlein
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nlp
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literaturenlpcharacterlabelingrelationinterfaceentity
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2Tackling the Challenge of Computational Identification of Characters in Fictional Narratives.
C. Barros, M. Vicente, and E. Lloret. 2019 IEEE International Conference on Cognitive Computing (ICCC), page 122-129. (July 2019)
5 years ago by @schwemmlein
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literature
identification
nlp
fiction
character
literatureidentificationnlpfictioncharacter
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2Inferring Interpersonal Relations in Narrative Summaries.
S. Srivastava, S. Chaturvedi, and T. Mitchell. AAAI, page 2807-2813. AAAI Press, (2016)
5 years ago by @schwemmlein
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nlp
fiction
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nlpfictioncharacterrelationshiprelation
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2Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships.
M. Iyyer, A. Guha, S. Chaturvedi, J. Boyd-Graber, and H. Daumé III. Proceedings of the 2016 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, page 1534-1544. The Association for Computational Linguistics, (2016)
5 years ago by @schwemmlein
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nlp
literary
fiction
character
relationship
literatur
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nlpliteraryfictioncharacterrelationshipliteraturnetwork
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4Character-Aware Neural Language Models
Y. Kim, Y. Jernite, D. Sontag, and A. Rush. AAAI Conference on Artificial Intelligence, (2015)
6 years ago by @schwemmlein
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lm
nlp
character
language
model
nn
lmnlpcharacterlanguagemodelnn
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10Character-level Convolutional Networks for Text Classification
X. Zhang, J. Zhao, and Y. LeCun. NIPS, page 649-657. (2015)
7 years ago by @schwemmlein
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CNN
character
toread
neural
text
network
classification
CNNcharactertoreadneuraltextnetworkclassification
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1Figurenwissen: Funktionen von Wissen bei der narrativen Figurendarstellung
L. Jappe, O. Krämer, and F. Lampart. Walter de Gruyter, (2012)
10 years ago by @schwemmlein
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character
kallimachos
genre
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digital_humanities
characterkallimachosgenreinteractiondigital_humanities
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3Unsupervised sentiment neuron

1Temporal Networks | Springer

2Character Constellation and Genre in German Novel

publications (hide)14
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1Story embedding: Learning distributed representations of stories based on character networks

2Beyond canonical texts: A computational analysis of fanfiction

1Temporal Word Embeddings for Narrative Understanding

1Modeling Dynamic Relationships Between Characters in Literary Novels.

2Extraction and Analysis of Fictional Character Networks: A Survey

1Strong Ties and Where to Find Them: Or, Why Neville (and Ginny and Seamus) and Bellatrix (and Lucius) Might Be More Important than Harry and Tom

2ENTYFI: Entity Typing in Fictional Texts

3EntiTies: An Interface for Annotating Ties between Entities in Text

2Tackling the Challenge of Computational Identification of Characters in Fictional Narratives.

2Inferring Interpersonal Relations in Narrative Summaries.

2Feuding Families and Former Friends: Unsupervised Learning for Dynamic Fictional Relationships.

4Character-Aware Neural Language Models

10Character-level Convolutional Networks for Text Classification

1Figurenwissen: Funktionen von Wissen bei der narrativen Figurendarstellung

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