Papers by Nuria Bel
EsCoLA: Spanish Corpus of Linguistic Acceptability (2024.lrec-main)
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| Challenge: | Acceptability is one of the general language understanding evaluation benchmarks (GLUE) probing tasks . EsCoLA consists of 11,174 sentences and their acceptability judgements as found in well-known Spanish reference grammars. |
| Approach: | They propose to use a corpus of linguistic acceptability (ESCoLA) EsCoLA consists of 11,174 sentences and their acceptability judgements . |
| Outcome: | The proposed task is based on 11,174 sentences and their acceptability judgements as found in well-known Spanish reference grammars. |
Hints on the data for language modeling of synthetic languages with transformers (2023.acl-long)
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| Challenge: | Language Models (LMs) are becoming more useful for providing representations for NLP applications. |
| Approach: | They evaluated whether the critical amount of data varies for different morphological typologies . they found that the size of the vocabulary due to morphology is directly correlated with LM perplexity . |
| Outcome: | The proposed method reduces perplexity by more than a half for a polysynthetic language like Quechua . |