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Found 19 papers, 4 papers with code
Agent and User-Generated Content and its Impact on Customer Support MT
This paper illustrates a new evaluation framework developed at Unbabel for measuring the quality of source language text and its effect on both Machine Translation (MT) and Human Post-Edition (PE) performed by non-professional post-editors.
QUARTZ: Quality-Aware Machine Translation
This paper presents QUARTZ, QUality-AwaRe machine Translation, a project led by Unbabel which aims at developing machine translation systems that are more robust and produce fewer critical errors.
Multi3Generation: Multitask, Multilingual, Multimodal Language Generation
This paper presents the Multitask, Multilingual, Multimodal Language Generation COST Action – Multi3Generation (CA18231), an interdisciplinary network of research groups working on different aspects of language generation.
Project MAIA: Multilingual AI Agent Assistant
This paper presents the Multilingual Artificial Intelligence Agent Assistant (MAIA), a project led by Unbabel with the collaboration of CMU, INESC-ID and IT Lisbon.
Dialogue Quality and Emotion Annotations for Customer Support Conversations
Task-oriented conversational datasets often lack topic variability and linguistic diversity.
Fuzzy Fingerprinting Transformer Language-Models for Emotion Recognition in Conversations
Fuzzy Fingerprints have been successfully used as an interpretable text classification technique, but, like most other techniques, have been largely surpassed in performance by Large Pre-trained Language Models, such as BERT or RoBERTa.
Simple LLM Prompting is State-of-the-Art for Robust and Multilingual Dialogue Evaluation
Despite significant research effort in the development of automatic dialogue evaluation metrics, little thought is given to evaluating dialogues other than in English.
Context-Dependent Embedding Utterance Representations for Emotion Recognition in Conversations
The usual approach to model the conversational context has been to produce context-independent representations of each utterance and subsequently perform contextual modeling of these.
Ranked #1 on
Emotion Recognition in Conversation
on EmoWoz
(Macro F1 metric)
A Simple Feature Method for Prosody Rhythm Comparison
Of all components of Prosody, Rhythm has been regarded as the hardest to address, as it is utterly linked to Pitch and Intensity.
Deep Emotion Recognition in Textual Conversations: A Survey
This is followed by descriptions of the most prominent works in ERC with explanations of the Deep Learning architectures employed.
Retrieval Augmentation for Deep Neural Networks
Despite the use of large training datasets, most models are trained by iterating over single input-output pairs, discarding the remaining examples for the current prediction.
SPA: Web-based Platform for easy Access to Speech Processing Modules
This paper presents SPA, a web-based Speech Analytics platform that integrates several speech processing modules and that makes it possible to use them through the web.
The SpeDial datasets: datasets for Spoken Dialogue Systems analytics
The SpeDial consortium is sharing two datasets that were used during the SpeDial project.
Towards Using Machine Translation Techniques to Induce Multilingual Lexica of Discourse Markers
Discourse markers are universal linguistic events subject to language variation.
Prosodic, syntactic, semantic guidelines for topic structures across domains and corpora
This paper presents the annotation guidelines applied to naturally occurring speech, aiming at an integrated account of contrast and parallel structures in European Portuguese.
Revising the annotation of a Broadcast News corpus: a linguistic approach
This paper presents a linguistic revision process of a speech corpus of Portuguese broadcast news focusing on metadata annotation for rich transcription, and reports on the impact of the new data on the performance for several modules.
Teenage and adult speech in school context: building and processing a corpus of European Portuguese
We present a corpus of European Portuguese spoken by teenagers and adults in school context, CPE-FACES, with an overview of the differential characteristics of high school oral presentations and the challenges this data poses to automatic speech processing.
OpenLogos Semantico-Syntactic Knowledge-Rich Bilingual Dictionaries
This paper presents 3 sets of OpenLogos resources, namely the English-German, the English-French, and the English-Italian bilingual dictionaries.
