Papers with semi-automatic process
Observing the Learning Curve of NMT Systems With Regard to Linguistic Phenomena (2021.acl-srw)
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| Challenge: | Using a semi-automatic process, we observe the linguistic performance of various neural machine translation models. |
| Approach: | They observe the linguistic performance of a neural machine translation model on several steps on the training process. |
| Outcome: | The proposed system performs well on training of English-to-German models. |
Synonymy in Bilingual Context: The CzEngClass Lexicon (C18-1)
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| Challenge: | Existing lexical resources for semantic annotation of synonyms are lacking in computational language processing. |
| Approach: | They describe a bilingual lexical resource being built to investigate verbal synonymy in bilingual context and relate semantic roles common to one synonym class to verb arguments. |
| Outcome: | The proposed resource is based on English and Czech WordNet, FrameNet, PropBank, VerbNet (SemLink), and valency lexicons for Czech and English (PDT-Vallex, Vallex, and EngValleX). |
Development of a Guarani - Spanish Parallel Corpus (2020.lrec-1)
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| Challenge: | a corpus of Guarani sentences with sentence-level alignment is presented . the corpus contains 228,000 Guaran tokens along with 336,000 Spanish tokens . |
| Approach: | They propose to develop a Guarani - Spanish parallel corpus with sentence-level alignment . the corpus contains 228,000 Guaran tokens along with 336,000 Spanish tokens . |
| Outcome: | The proposed corpus contains 22,800 Guarani tokens along with 336,000 Spanish tokens extracted from web sources. |