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Found 13 papers, 4 papers with code
Elhuyar submission to the Biomedical Translation Task 2020 on terminology and abstracts translation
This article describes the systems submitted by Elhuyar to the 2020 Biomedical Translation Shared Task, specifically the systems presented in the subtasks of terminology translation for English-Basque and abstract translation for English-Basque and English-Spanish.
Measuring Presence of Women and Men as Information Sources in News
In the news, statements from information sources are often quoted, made by individuals who interact in the news.
GEPSA, a tool for monitoring social challenges in digital press
This papers presents a platform for monitoring press narratives with respect to several social challenges, including gender equality, migrations and minority languages.
BasqueGLUE: A Natural Language Understanding Benchmark for Basque
Natural Language Understanding (NLU) technology has improved significantly over the last few years and multitask benchmarks such as GLUE are key to evaluate this improvement in a robust and general way.
TANDO: A Corpus for Document-level Machine Translation
Document-level Neural Machine Translation aims to increase the quality of neural translation models by taking into account contextual information.
XNLIeu: a dataset for cross-lingual NLI in Basque
We have conducted a series of experiments using mono- and multilingual LLMs to assess a) the effect of professional post-edition on the MT system; b) the best cross-lingual strategy for NLI in Basque; and c) whether the choice of the best cross-lingual strategy is influenced by the fact that the dataset is built by translation.
Natural Language Inference
Natural Language Understanding
+1
Building a Task-oriented Dialog System for Languages with no Training Data: the Case for Basque
Both intent classification and slot filling are tackled.
Give your Text Representation Models some Love: the Case for Basque
This is suboptimal as, for many languages, the models have been trained on smaller (or lower quality) corpora.
Real Time Monitoring of Social Media and Digital Press
Crawled data is processed by means of the EliXa Sentiment Analysis system.
EliXa: A Modular and Flexible ABSA Platform
This paper presents a supervised Aspect Based Sentiment Analysis (ABSA) system.
Aspect-Based Sentiment Analysis
Aspect-Based Sentiment Analysis (ABSA)
+1
Evaluating Translation Quality and CLIR Performance of Query Sessions
Translation quality improved in all three types (generalization, specification, and drifting), and CLIR improved for generalization and specification sessions, preserving the performance in drifting sessions.
Polarity Lexicon Building: to what Extent Is the Manual Effort Worth?
We evaluate how much manual effort is needed and to what extent that effort pays in terms of performance improvement.
Building a Basque-Chinese Dictionary by Using English as Pivot
Pivot-based bilingual dictionary building is based on merging two bilingual dictionaries which share a common language (e. g. LA-LB, LB-LC) in order to create a dictionary for a new language pair (e. g LA-LC).
