Search Results for author: Jonas Belouadi

Found 10 papers, 7 papers with code

End-to-end style-conditioned poetry generation: What does it take to learn from examples alone?

no code implementations EMNLP (LaTeCHCLfL, CLFL, LaTeCH) 2021 Jörg Wöckener, Thomas Haider, Tristan Miller, The-Khang Nguyen, Thanh Tung Linh Nguyen, Minh Vu Pham, Jonas Belouadi, Steffen Eger

In this work, we design an end-to-end model for poetry generation based on conditioned recurrent neural network (RNN) language models whose goal is to learn stylistic features (poem length, sentiment, alliteration, and rhyming) from examples alone.

DeTikZify: Synthesizing Graphics Programs for Scientific Figures and Sketches with TikZ

1 code implementation24 May 2024 Jonas Belouadi, Simone Paolo Ponzetto, Steffen Eger

Creating high-quality scientific figures can be time-consuming and challenging, even though sketching ideas on paper is relatively easy.

Language Modelling

NLLG Quarterly arXiv Report 09/23: What are the most influential current AI Papers?

1 code implementation9 Dec 2023 Ran Zhang, Aida Kostikova, Christoph Leiter, Jonas Belouadi, Daniil Larionov, Yanran Chen, Vivian Fresen, Steffen Eger

Artificial Intelligence (AI) has witnessed rapid growth, especially in the subfields Natural Language Processing (NLP), Machine Learning (ML) and Computer Vision (CV).


AutomaTikZ: Text-Guided Synthesis of Scientific Vector Graphics with TikZ

1 code implementation30 Sep 2023 Jonas Belouadi, Anne Lauscher, Steffen Eger

To address this, we propose the use of TikZ, a well-known abstract graphics language that can be compiled to vector graphics, as an intermediate representation of scientific figures.

Language Modelling Large Language Model +2

NLLG Quarterly arXiv Report 06/23: What are the most influential current AI Papers?

1 code implementation31 Jul 2023 Steffen Eger, Christoph Leiter, Jonas Belouadi, Ran Zhang, Aida Kostikova, Daniil Larionov, Yanran Chen, Vivian Fresen

In particular, we compile a list of the 40 most popular papers based on normalized citation counts from the first half of 2023.

Cross-Genre Argument Mining: Can Language Models Automatically Fill in Missing Discourse Markers?

no code implementations7 Jun 2023 Gil Rocha, Henrique Lopes Cardoso, Jonas Belouadi, Steffen Eger

We demonstrate the impact of our approach on an Argument Mining downstream task, evaluated on different corpora, showing that language models can be trained to automatically fill in discourse markers across different corpora, improving the performance of a downstream model in some, but not all, cases.

Argument Mining Discourse Parsing

ChatGPT: A Meta-Analysis after 2.5 Months

no code implementations20 Feb 2023 Christoph Leiter, Ran Zhang, Yanran Chen, Jonas Belouadi, Daniil Larionov, Vivian Fresen, Steffen Eger

ChatGPT, a chatbot developed by OpenAI, has gained widespread popularity and media attention since its release in November 2022.

Chatbot Ethics

Reproducibility Issues for BERT-based Evaluation Metrics

1 code implementation30 Mar 2022 Yanran Chen, Jonas Belouadi, Steffen Eger

We find that reproduction of claims and results often fails because of (i) heavy undocumented preprocessing involved in the metrics, (ii) missing code and (iii) reporting weaker results for the baseline metrics.

Machine Translation Text Generation

USCORE: An Effective Approach to Fully Unsupervised Evaluation Metrics for Machine Translation

1 code implementation21 Feb 2022 Jonas Belouadi, Steffen Eger

We show that our fully unsupervised metrics are effective, i. e., they beat supervised competitors on 4 out of our 5 evaluation datasets.

Machine Translation Parallel Corpus Mining +3

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