9 citations · 17 across the 11 of their papers we have counts for
4 papers · 2 filters
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations
Patrícia Pereira, Rui Ribeiro, Helena Moniz +2
Fuzzy Fingerprints have been successfully used as an interpretable text classification technique, but, like most other techniques, have been largely surpassed in performance by Lar…
Towards a Fully Unsupervised Framework for Intent Induction in Customer Support Dialogues
Rita Costa, Bruno Martins, Sérgio Viana +1
State of the art models in intent induction require annotated datasets. However, annotating dialogues is time-consuming, laborious and expensive. In this work, we propose a complet…
Using Implicit Feedback to Improve Question Generation
Hugo Rodrigues, Eric Nyberg, Luisa Coheur
Question Generation (QG) is a task of Natural Language Processing (NLP) that aims at automatically generating questions from text. Many applications can benefit from automatically…
PGTask: Introducing the Task of Profile Generation from Dialogues
Rui Ribeiro, Joao P. Carvalho, Luísa Coheur
Recent approaches have attempted to personalize dialogue systems by leveraging profile information into models. However, this knowledge is scarce and difficult to obtain, which mak…