Aitor Soroa | DeepAI

AI Chat

Featured Co-authors

Kyunghyun Cho
218 publications
Mikel Artetxe
41 publications
Kyle Lo
40 publications
Alham Fikri Aji
36 publications
Eneko Agirre
36 publications
Yacine Jernite
32 publications
Margaret Mitchell
32 publications
Pierre Colombo
26 publications
Stella Biderman
26 publications
Jian Zhu
23 publications
Rodrigo Agerri
22 publications

∙ 08/02/2023

Do Multilingual Language Models Think Better in English?

Translate-test is a popular technique to improve the performance of mult...

0 Julen Etxaniz, et al. ∙

∙ 03/07/2023

The BigScience ROOTS Corpus: A 1.6TB Composite Multilingual Dataset

As language models grow ever larger, the need for large-scale high-quali...

0 Hugo Laurençon, et al. ∙

∙ 11/06/2022

Noisy Channel for Automatic Text Simplification

In this paper we present a simple re-ranking method for Automatic Senten...

0 Oscar M Cumbicus-Pineda, et al. ∙

∙ 05/24/2022

Principled Paraphrase Generation with Parallel Corpora

Round-trip Machine Translation (MT) is a popular choice for paraphrase g...

0 Aitor Ormazabal, et al. ∙

∙ 05/24/2022

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

Formal verse poetry imposes strict constraints on the meter and rhyme sc...

0 Aitor Ormazabal, et al. ∙

∙ 03/15/2022

Does Corpus Quality Really Matter for Low-Resource Languages?

The vast majority of non-English corpora are derived from automatically ...

0 Mikel Artetxe, et al. ∙

∙ 01/25/2022

Documenting Geographically and Contextually Diverse Data Sources: The BigScience Catalogue of Language Data and Resources

In recent years, large-scale data collection efforts have prioritized th...

2 Angelina McMillan-Major, et al. ∙

∙ 09/15/2021

Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question Answering

Integrating outside knowledge for reasoning in visio-linguistic tasks su...

0 Ander Salaberria, et al. ∙

∙ 02/01/2021

Inferring spatial relations from textual descriptions of images

Generating an image from its textual description requires both a certain...

0 Aitzol Elu, et al. ∙

∙ 12/31/2020

Beyond Offline Mapping: Learning Cross Lingual Word Embeddings through Context Anchoring

Recent research on cross-lingual word embeddings has been dominated by u...

0 Aitor Ormazabal, et al. ∙

∙ 11/01/2020

Improving Conversational Question Answering Systems after Deployment using Feedback-Weighted Learning

The interaction of conversational systems with users poses an exciting o...

10 Jon Ander Campos, et al. ∙

∙ 10/05/2020

Spot The Bot: A Robust and Efficient Framework for the Evaluation of Conversational Dialogue Systems

The lack of time-efficient and reliable evaluation methods hamper the de...

6 Jan Deriu, et al. ∙

∙ 05/04/2020

DoQA – Accessing Domain-Specific FAQs via Conversational QA

The goal of this work is to build conversational Question Answering (QA)...

0 Jon Ander Campos, et al. ∙

∙ 04/04/2020

Evaluating Multimodal Representations on Visual Semantic Textual Similarity

The combination of visual and textual representations has produced excel...

0 Oier Lopez de Lacalle, et al. ∙

∙ 03/31/2020

Give your Text Representation Models some Love: the Case for Basque

Word embeddings and pre-trained language models allow to build rich repr...

0 Rodrigo Agerri, et al. ∙

∙ 06/12/2019

Analyzing the Limitations of Cross-lingual Word Embedding Mappings

Recent research in cross-lingual word embeddings has almost exclusively ...

0 Aitor Ormazabal, et al. ∙

∙ 09/11/2018

Evaluating Multimodal Representations on Sentence Similarity: vSTS, Visual Semantic Textual Similarity Dataset

In this paper we introduce vSTS, a new dataset for measuring textual sim...

0 Oier Lopez de Lacalle, et al. ∙

∙ 05/11/2018

The risk of sub-optimal use of Open Source NLP Software: UKB is inadvertently state-of-the-art in knowledge-based WSD

UKB is an open source collection of programs for performing, among other...

0 Eneko Agirre, et al. ∙

∙ 09/12/2015

Improving distant supervision using inference learning

Distant supervision is a widely applied approach to automatic training o...

0 Roland Roller, et al. ∙

∙ 03/05/2015

Studying the Wikipedia Hyperlink Graph for Relatedness and Disambiguation

Hyperlinks and other relations in Wikipedia are a extraordinary resource...

0 Eneko Agirre, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world