Next-Generation Natural Language Generation

Project Information

NG-NLG

Grant agreement ID: 101039303

DOI

10.3030/101039303

EC signature date 31 March 2022

Start date 1 April 2022

End date 31 March 2027

Funded under

• European Research Council (ERC)

Total cost

€ 1 420 375,00

EU contribution

€ 1 420 375,00

Coordinated by

UNIVERZITA KARLOVA
Czechia

CORDIS provides links to public deliverables and publications of HORIZON projects.

Links to deliverables and publications from FP7 projects, as well as links to some specific result types such as dataset and software, are dynamically retrieved from OpenAIRE .

Publications

Conference proceedings (34)

With a Little Help from the Authors: Reproducing Human Evaluation of an MT Error Detector

Author(s): Ondřej Plátek, Mateusz Lango, Ondřej Dušek
Published in: Workshop on Human Evaluation of NLP Systems, Issue 3, 2023, ISBN 978-954-452-088-5
Publisher: INCOMA Ltd.
DOI: 10.48550/ARXIV.2308.06527

Two Reproductions of a Human-Assessed Comparative Evaluation of a Semantic Error Detection System

Author(s): Huidrom, Rudali; Dušek, Ondřej; Kasner, Zdenek; Castro Ferreira, Thiago; Belz, Anya
Published in: International Conference on Natural Language Generation: Generation Challenges, Issue 15, 2022, ISBN 978-1-955917-60-5
Publisher: Association for Computational Linguistics
DOI: 10.5281/ZENODO.11373776

Tackling Hallucinations in Neural Chart Summarization

Author(s): Saad Obaid ul Islam, Iza Škrjanec, Ondřej Dušek, Vera Demberg
Published in: International Natural Language Generation Conference, Issue 16, 2023, ISBN 979-8-89176-001-1
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2308.00399

AARGH! End-to-end Retrieval-Generation for Task-Oriented Dialog

Author(s): Tomáš Nekvinda, Ondřej Dušek
Published in: Annual Meeting of the Special Interest Group on Discourse and Dialogue, Issue 23, 2022, ISBN 978-1-955917-66-7
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2209.03632

Polite Chatbot: A Text Style Transfer Application

Author(s): Sourabrata Mukherjee, Vojtěch Hudeček, Ondřej Dušek
Published in: Conference of the European Chapter of the Association for Computational Linguistics: Student Research Workshop, Issue 17, 2023, ISBN 978-1-959429-48-7
Publisher: Association for Computational Linguistics
DOI: 10.5281/ZENODO.11373712

Frontiers in Artificial Intelligence and Applications

Author(s): Jakub Raczyński, Mateusz Lango, Jerzy Stefanowski
Published in: European Conference on Artificial Intelligence, Issue 26, 2023, ISSN 0922-6389
Publisher: IOS Press
DOI: 10.48550/ARXIV.2312.11356

Multilingual Text Style Transfer: Datasets Models for Indian Languages

Author(s): Sourabrata Mukherjee, Atul Kr. Ojha, Akanksha Bansal, Deepak Alok, John P. McCrae, Ondřej Dušek
Published in: International Natural Language Generation Conference, Issue 17, 2024
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2405.20805

Critic-Driven Decoding for Mitigating Hallucinations in Data-to-text Generation

Author(s): Mateusz Lango, Ondřej Dušek
Published in: Conference on Empirical Methods in Natural Language Processing, 2023, ISBN 979-8-89176-060-8
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2310.16964

Semantic Accuracy in Natural Language Generation: A Thesis Proposal

Author(s): Patrícia Schmidtová
Published in: Annual Meeting of the Association for Computational Linguistics, Issue 61, vol. 4, 2023, ISBN 978-1-959429-69-2
Publisher: Association for Computational Linguistics
DOI: 10.5281/ZENODO.11373677

MooseNet: A Trainable Metric for Synthesized Speech with a PLDA Module

Author(s): Ondřej Plátek; Ondrej Dusek
Published in: ISCA Speech Synthesis Workshop, Issue 12, 2023
Publisher: ISCA
DOI: 10.48550/arxiv.2301.07087

Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation

Author(s): Zdeněk Kasner, Ondřej Dušek
Published in: Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), Issue 62, 2024
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2401.10186

Leak, Cheat, Repeat: Data Contamination and Evaluation Malpractices in Closed-Source LLMs

Author(s): Simone Balloccu, Patrícia Schmidtová, Mateusz Lango, and Ondrej Dusek
Published in: Conference of the European Chapter of the Association for Computational Linguistics, Issue 18, 2024, ISBN 979-8-89176-088-2
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2402.03927

Are LLMs All You Need for Task-Oriented Dialogue?

Author(s): Vojtěch Hudeček, Ondřej Dušek
Published in: Annual Meeting of the Special Interest Group on Discourse and Dialogue, Issue 24, 2023, ISBN 979-8-89176-028-8
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2304.06556

Mind the Labels: Describing Relations in Knowledge Graphs With Pretrained Models

Author(s): Zdeněk Kasner, Ioannis Konstas, Ondřej Dušek
Published in: Conference of the European Chapter of the Association for Computational Linguistics, Issue 17, 2023, ISBN 978-1-959429-44-9
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2210.07373

Are Experts Needed? On Human Evaluation of Counselling Reflection Generation

Author(s): Zixiu Wu, Simone Balloccu, Ehud Reiter, Rim Helaoui, Diego Reforgiato Recupero, Daniele Riboni
Published in: Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023, ISBN 978-1-959429-72-2
Publisher: Association for Computational Linguistics
DOI: 10.18653/V1/2023.ACL-LONG.382

Learning Interpretable Latent Dialogue Actions With Less Supervision

Author(s): Vojtěch Hudeček, Ondřej Dušek
Published in: Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing, Issue 2, 2022, ISBN 978-1-955917-65-0
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2209.11128

WebLINX: Real-World Website Navigation with Multi-Turn Dialogue

Author(s): Xing Han Lu, Zdeněk Kasner, Siva Reddy
Published in: International Conference on Machine Learning, Issue 41, 2024
Publisher: PMLR
DOI: 10.48550/ARXIV.2402.05930

LEEETs-Dial: Linguistic Entrainment in End-to-End Task-oriented Dialogue systems

Author(s): Nalin Kumar, Ondrej Dusek
Published in: Findings of the Association for Computational Linguistics: NAACL 2024, 2024
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2311.09390

Low-Resource Text Style Transfer for Bangla: Data & Models

Author(s): Sourabrata Mukherjee, Akanksha Bansal, Pritha Majumdar, Atul Kr. Ojha, Ondřej Dušek
Published in: Workshop on Bangla Language Processing, Issue 1, 2023, ISBN 979-8-89176-058-5
Publisher: Association for Computational Linguistics
DOI: 10.5281/ZENODO.11372105

"ReproHum #0043-4: Evaluating Summarization Models: Investigating the Impact of Education and Language Proficiency on Reproducibility"

Author(s): Mateusz Lango, Patricia Schmidtová, Simone Balloccu, Ondřej Dušek
Published in: Workshop on Human Evaluation of NLP Systems, Issue 4, 2024, ISSN 2951-2093
Publisher: ELRA and ICCL
DOI: 10.5281/ZENODO.11371369

Ask the experts: sourcing high-quality datasets for nutritional counselling through Human-AI collaboration

Author(s): Balloccu, Simone; Reiter, Ehud; Kumar, Vivek; Recupero, Diego Reforgiato; Riboni, Daniele
Published in: Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2401.08420

Leveraging Large Language Models for Building Interpretable Rule-Based Data-to-Text Systems

Author(s): Jędrzej Warczyński, Mateusz Lango, Ondřej Dušek
Published in: International Natural Language Generation Conference, Issue 17, 2024
Publisher: Association for Computational Linguistics
DOI: 10.5281/ZENODO.14236701

VisuaLLM: Easy Web-based Visualization for Neural Language Generation

Author(s): František Trebuňa, Ondřej Dušek
Published in: International Natural Language Generation Conference: System Demonstrations, Issue 16, 2023, ISBN 979-8-89176-002-8
Publisher: Association for Computational Linguistics
DOI: 10.5281/ZENODO.11372124

Generating clickbait spoilers with an ensemble of large language models

Author(s): Mateusz Woźny, Mateusz Lango
Published in: International Natural Language Generation Conference, Issue 16, 2023, ISBN 979-8-89176-001-1
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2404.15758

Neural Pipeline for Zero-Shot Data-to-Text Generation

Author(s): Zdeněk Kasner, Ondřej Dušek
Published in: Annual Meeting of the Association for Computational Linguistics, Issue 60, 2022, ISBN 978-1-955917-21-6
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2203.16279

Are Large Language Models Actually Good at Text Style Transfer?

Author(s): Sourabrata Mukherjee, Atul Kr. Ojha, Ondřej Dušek
Published in: International Natural Language Generation Conference, Issue 17, 2024
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2406.05885

Balancing the Style-Content Trade-Off in Sentiment Transfer Using Polarity-Aware Denoising

Author(s): Sourabrata Mukherjee, Zdeněk Kasner, Ondřej Dušek
Published in: Text, Speech, and Dialogue, 2022, ISBN 9783031162695
Publisher: Springer International Publishing
DOI: 10.48550/ARXIV.2312.14708

Leveraging Low-resource Parallel Data for Text Style Transfer

Author(s): Sourabrata Mukherjee, Ondřej Dušek
Published in: International Natural Language Generation Conference, Issue 16, 2023, ISBN 979-8-89176-001-1
Publisher: Association for Computational Linguistics
DOI: 10.5281/ZENODO.11373566

Automatic Metrics in Natural Language Generation: A survey of Current Evaluation Practices

Author(s): Patrícia Schmidtová, Saad Mahamood, Simone Balloccu, Ondřej Dušek, Albert Gatt, Dimitra Gkatzia, David M. Howcroft, Ondřej Plátek, Adarsa Sivaprasad
Published in: International Natural Language Generation Conference, Issue 17, 2024
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2408.09169

Three Ways of Using Large Language Models to Evaluate Chat

Author(s): Ondřej Plátek, Vojtěch Hudeček, Patricia Schmidtová, Mateusz Lango, Ondřej Dušek
Published in: Dialog System Technology Challenge, Issue 11, 2023
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2308.06502

Faithful and Plausible Natural Language Explanations for Image Classification: A Pipeline Approach

Author(s): Adam Wojciechowski, Mateusz Lango, Ondrej Dušek
Published in: Findings of the Association for Computational Linguistics: EMNLP 2024, 2024
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2407.20899

TabGenie: A Toolkit for Table-to-Text Generation

Author(s): Zdeněk Kasner, Ekaterina Garanina, Ondřej Plátek, Ondřej Dušek
Published in: Annual Meeting of the Association for Computational Linguistics, Issue 61, 2023
Publisher: 978-1-959429-70-8
DOI: 10.48550/ARXIV.2302.14169

Better Translation + Split and Generate for Multilingual RDF-to-Text (WebNLG 2023)

Author(s): Nalin Kumar, Saad Obaid Ul Islam, Ondřej Dušek
Published in: Workshop on Multimodal, Multilingual Natural Language Generation and Multilingual WebNLG Challenge, 2023
Publisher: Association for Computational Linguistics
DOI: 10.5281/ZENODO.11373606

factgenie: A Framework for Span-based Evaluation of Generated Texts

Author(s): Zdeněk Kasner, Ondřej Plátek, Patrícia Schmidtová, Simone Balloccu, Ondřej Dušek
Published in: International Natural Language Generation Conference: System Demonstrations, Issue 17, 2024
Publisher: Association for Computational Linguistics
DOI: 10.48550/ARXIV.2407.17863

Peer reviewed articles (1)

Barriers and enabling factors for error analysis in NLG research

Author(s): Emiel Van Miltenburg; Miruna Clinciu; Ondřej Dušek; Dimitra Gkatzia; Stephanie Inglis; Leo Leppänen; Saad Mahamood; Stephanie Schoch; Craig Thomson; Luou Wen
Published in: Northern European Journal of Language Technology, 2023, ISSN 2000-1533
Publisher: Northern European Association of Language Technology
DOI: 10.3384/nejlt.2000-1533.2023.4529