Proceedings of the 2nd Workshop on Practical LLM-assisted Data-to-Text Generation
We present the Proceedings of The 2nd Workshop on Practical LLM-assisted Data-to-Text (Practical D2T). This year’s Practical D2T takes place at INLG 2024 on Sept 23 in Tokyo, Japan. We would like to thank the INLG organisers for their support. Natural Language Generation (NLG) has been an active area of research for decades, both academically and industrially. Data-to-text (D2T) generation is the NLG task where a system describes structured data in natural language. Traditionally, commercial D2T systems have been based on symbolic approaches, ie handcrafted rules or templates. More experimental approaches to D2T, such as E2E and Transformerbased systems have been limited to research because of well-known issues like knowledge gaps, lack of factuality, and hallucination.
- Published in:
Proceedings of the 2nd Workshop on Practical LLM-assisted Data-to-Text Generation - Type:
Inproceedings - Authors:
Balloccu, Simone; Kasner, Zden{v{e}}k; Pl{'a}tek, Ond{v{r}}ej; Schmidtov{'a}, Patr{'i}cia; Onderkov{'a}, Krist{`y}na; Lango, Mateusz; Du{v{s}}ek, Ond{v{r}}ej; Flek, Lucie; Reiter, Ehud; Gkatzia, Dimitra; others - Year:
2024 - Source:
https://aclanthology.org/2024.practicald2t-1.0
Citation information
Balloccu, Simone; Kasner, Zden{v{e}}k; Pl{'a}tek, Ond{v{r}}ej; Schmidtov{'a}, Patr{'i}cia; Onderkov{'a}, Krist{`y}na; Lango, Mateusz; Du{v{s}}ek, Ond{v{r}}ej; Flek, Lucie; Reiter, Ehud; Gkatzia, Dimitra; others: Proceedings of the 2nd Workshop on Practical LLM-assisted Data-to-Text Generation, Proceedings of the 2nd Workshop on Practical LLM-assisted Data-to-Text Generation, 2024, https://aclanthology.org/2024.practicald2t-1.0, Balloccu.etal.2024a,
@Inproceedings{Balloccu.etal.2024a,
author={Balloccu, Simone; Kasner, Zden{v{e}}k; Pl{'a}tek, Ond{v{r}}ej; Schmidtov{'a}, Patr{'i}cia; Onderkov{'a}, Krist{`y}na; Lango, Mateusz; Du{v{s}}ek, Ond{v{r}}ej; Flek, Lucie; Reiter, Ehud; Gkatzia, Dimitra; others},
title={Proceedings of the 2nd Workshop on Practical LLM-assisted Data-to-Text Generation},
booktitle={Proceedings of the 2nd Workshop on Practical LLM-assisted Data-to-Text Generation},
url={https://aclanthology.org/2024.practicald2t-1.0},
year={2024},
abstract={We present the Proceedings of The 2nd Workshop on Practical LLM-assisted Data-to-Text (Practical D2T). This year's Practical D2T takes place at INLG 2024 on Sept 23 in Tokyo, Japan. We would like to thank the INLG organisers for their support. Natural Language Generation (NLG) has been an active area of research for decades, both academically and industrially. Data-to-text (D2T) generation is the...}}
