• Publications
  • Influence
Personality Traits Recognition on Social Network - Facebook
tl;dr
This paper presents automatic recognition of Big-5 personality traits on social network (Facebook) using users’ status text. Expand
  • 52
  • 8
  • Open Access
ISO-Standard Domain-Independent Dialogue Act Tagging for Conversational Agents
tl;dr
In this paper, we propose a methodology to map several publicly available corpora to a subset of the ISO standard, in order to create a large task-independent training corpus for DA classification. Expand
  • 15
  • 3
  • Open Access
Predicting User Satisfaction from Turn-Taking in Spoken Conversations
tl;dr
We investigate how the organizational structure of a conversation, such as turn-taking, contributes to the prediction of user satisfaction in spoken conversations. Expand
  • 20
  • 2
  • Open Access
Depression Severity Estimation from Multiple Modalities
tl;dr
We explore different modalities (speech, behavioral characteristics, language and visual features extracted from face) to design and develop automatic methods for the detection of depression. Expand
  • 7
  • 2
  • Open Access
Investigation of Remote Antenna Assembly for Radio Communication with Reentry Vehicle
Consideration is given to the experimental investigation of the original method of providing radio communications with a reentry vehicle along the trajectory section when a vehicle is surrounded byExpand
  • 41
  • 2
Coherence Models for Dialogue
tl;dr
We propose entity-grid inspired coherence models for dialogue augmented with intentional information, represented by DA transitions across turns. Expand
  • 8
  • 2
  • Open Access
The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific Models
tl;dr
In this paper we describe University of Trento parser submitted to CoNLL 2015 Shared Task on Shallow Discourse Parsing. Expand
  • 17
  • 1
  • Open Access
Do We Really Need All Those Rich Linguistic Features? A Neural Network-Based Approach to Implicit Sense Labeling
tl;dr
We describe our contribution to the CoNLL 2016 Shared Task on shallow discourse parsing. Expand
  • 13
  • 1
  • Open Access
Transfer of Corpus-Specific Dialogue Act Annotation to ISO Standard: Is it worth it?
tl;dr
In this paper we test the utility of the ISO standard through comparative evaluation of the corpus-specific legacy and the semi-automatically transferred DiAML DA annotations on supervised dialogue act classification task. Expand
  • 12
  • 1
  • Open Access
Cross-language transfer of semantic annotation via targeted crowdsourcing: task design and evaluation
tl;dr
In this paper we investigate targeted crowdsourcing for semantic annotation transfer that delegates to crowds a complex task such as segmenting and labeling of concepts taken from a domain ontology; and evaluation using source language annotation. Expand
  • 10
  • 1
  • Open Access