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Related Papers

An Exploration into the Use of Contextual Document Clustering for Cluster Sentiment Analysis

Authors: nan

Publication: TIPSTER (2011)

DOI: nan

In this paper we consider whether the thematic document clustering approach of Contextual Document Clustering is able to capture the overall sentiment of a cluster of documents. We provide a …...

29288

He Said, She Said: Gender in the ACL Anthology

Authors: nan

Publication: TIPSTER (2012)

DOI: nan

Studies of gender balance in academic com- puter science are typically based on statistics on enrollment and graduation. Going beyond these coarse measures of gender participation, we conduct a fine-grained …...

40678

Hope and Fear: How Opinions Influence Factuality

Authors: nan

Publication: TIPSTER (2014)

DOI: nan

AbstractBoth sentiment and event factuality are fundamental information levels for our understanding of events mentioned in news texts. Most research so far has focused on either modeling opinions or factuality. …...

16928

Towards a Lexicon-grammar based Framework for NLP: an Opinion Mining Application

Authors: nan

Publication: TIPSTER (2015)

DOI: nan

The present research exploits the large amount of linguistic resources developed into the Lexicon-grammar paradigm in the domain of the Opinion Mining. Grounded on the Semantic Predicates theory, the proposed …...

29479

Fine-Grained Temporal Orientation and its Relationship with Psycho-Demographic Correlates

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

AbstractTemporal orientation refers to an individual’s tendency to connect to the psychological concepts of past, present or future, and it affects personality, motivation, emotion, decision making and stress coping processes. …...

22316

Scalable Visualisation of Sentiment and Stance

Authors: nan

Publication: TIPSTER (2018)

DOI: nan

Natural language processing systems have the ability to analyse not only the sentiment of human language, but also the stance of the speaker. Representing this information visually from unevenly distributed …...

17358

Generating Narrative Text in a Switching Dynamical System

Authors: nan

Publication: TIPSTER (2020)

DOI: nan

AbstractEarly work on narrative modeling used explicit plans and goals to generate stories, but the language generation itself was restricted and inflexible. Modern methods use language models for more robust …...

41585

Does BERT Learn as Humans Perceive? Understanding Linguistic Styles through Lexica

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractPeople convey their intention and attitude through linguistic styles of the text that they write. In this study, we investigate lexicon usages across styles throughout two lenses: human perception and …...

31538

How Does Counterfactually Augmented Data Impact Models for Social Computing Constructs?

Authors: nan

Publication: TIPSTER (2021)

DOI: nan

AbstractAs NLP models are increasingly deployed in socially situated settings such as online abusive content detection, it is crucial to ensure that these models are robust. One way of improving …...

32071

A Distributional Lens for Multi-Aspect Controllable Text Generation

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractMulti-aspect controllable text generation is a more challenging and practical task than single-aspect control. Existing methods achieve complex multi-aspect control by fusing multiple controllers learned from single-aspect, but suffer from …...

31526

Beyond Emotion: A Multi-Modal Dataset for Human Desire Understanding

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractDesire is a strong wish to do or have something, which involves not only a linguistic expression, but also underlying cognitive phenomena driving human feelings. As the most primitive and …...

21346

Conversational Analysis of Daily Dialog Data using Polite Emotional Dialogue Acts

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractMany socio-linguistic cues are used in conversational analysis, such as emotion, sentiment, and dialogue acts. One of the fundamental social cues is politeness, which linguistically possesses properties such as social …...

15691

Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification

Authors: nan

Publication: TIPSTER (2022)

DOI: nan

AbstractDialogue Act Classification (DAC) that determines the communicative intention of an utterance has been investigated widely over the years as a standalone task. But the emotional state of the speaker …...

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