Search Results for author: Aitor Ormazabal

Found 10 papers, 5 papers with code

Erato: Automatizing Poetry Evaluation

1 code implementation31 Oct 2023 Manex Agirrezabal, Hugo Gonçalo Oliveira, Aitor Ormazabal

We present Erato, a framework designed to facilitate the automated evaluation of poetry, including that generated by poetry generation systems.

CombLM: Adapting Black-Box Language Models through Small Fine-Tuned Models

no code implementations23 May 2023 Aitor Ormazabal, Mikel Artetxe, Eneko Agirre

Methods for adapting language models (LMs) to new tasks and domains have traditionally assumed white-box access to the model, and work by modifying its parameters.

Machine Translation

PoeLM: A Meter- and Rhyme-Controllable Language Model for Unsupervised Poetry Generation

1 code implementation24 May 2022 Aitor Ormazabal, Mikel Artetxe, Manex Agirrezabal, Aitor Soroa, Eneko Agirre

During inference, we build control codes for the desired meter and rhyme scheme, and condition our language model on them to generate formal verse poetry.

Language Modelling valid

Principled Paraphrase Generation with Parallel Corpora

1 code implementation ACL 2022 Aitor Ormazabal, Mikel Artetxe, Aitor Soroa, Gorka Labaka, Eneko Agirre

Round-trip Machine Translation (MT) is a popular choice for paraphrase generation, which leverages readily available parallel corpora for supervision.

Machine Translation Paraphrase Generation +1

Analyzing the Limitations of Cross-lingual Word Embedding Mappings

no code implementations ACL 2019 Aitor Ormazabal, Mikel Artetxe, Gorka Labaka, Aitor Soroa, Eneko Agirre

Recent research in cross-lingual word embeddings has almost exclusively focused on offline methods, which independently train word embeddings in different languages and map them to a shared space through linear transformations.

Bilingual Lexicon Induction Cross-Lingual Word Embeddings +1

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