Discovering trends in big data: general discussion
Adarsh V. Kalikadien opened a general discussion of the paper by Jiayun Pang: I was wondering about your broader view on the interpretability of ML models. In your paper you say: “FlanT5 seems slightly better at identifying key reagents involved in the reactions compared to ByT5” (https://doi.o
Authors
- Matthew R. Ryder (ORCID: https://orcid.org/0000-0002-1363-8148)
- Joshua Cheung (ORCID: https://orcid.org/0009-0003-9952-3468)
- Christopher R. Taylor (ORCID: https://orcid.org/0000-0001-9465-5742)
- Graeme M. Day (ORCID: https://orcid.org/0000-0001-8396-2771)
- Christian Kuttner (ORCID: https://orcid.org/0000-0002-4093-7469)
- Venkat Kapil (ORCID: https://orcid.org/0000-0003-0324-2198)
- Barnabas A. Franklin (ORCID: https://orcid.org/0009-0004-6149-9156)
- Brett Matthew Savoie (ORCID: https://orcid.org/0000-0002-7039-4039)
- Shubham Vishnoi (ORCID: https://orcid.org/0000-0002-8213-5931)
- Philippe Schwaller (ORCID: https://orcid.org/0000-0003-3046-6576)
- Gerd Blanke (ORCID: https://orcid.org/0000-0001-8147-7000)
- Branko Ruščić (ORCID: https://orcid.org/0000-0002-4372-6990)
- Andres M. Bran
- V. V. Ravi Kumar (ORCID: https://orcid.org/0000-0002-3492-4469)
- Wenhao Sun (ORCID: https://orcid.org/0000-0002-8416-455X)
- Aron Walsh (ORCID: https://orcid.org/0000-0001-5460-7033)
- Christopher M. Collins (ORCID: https://orcid.org/0000-0002-0101-4426)
- Adarsh V. Kalikadien (ORCID: https://orcid.org/0000-0002-5414-3424)
- Steven B. Torrisi (ORCID: https://orcid.org/0000-0002-4283-8077)
- Ken Sakaushi (ORCID: https://orcid.org/0000-0003-4797-9087)
- Annabel Eardley-Brunt (ORCID: https://orcid.org/0000-0002-8815-6768)
- Claudia Draxl (ORCID: https://orcid.org/0000-0003-3523-6657)
- Nicholas David (ORCID: https://orcid.org/0000-0002-5949-4581)
- Volker L. Deringer (ORCID: https://orcid.org/0000-0001-6873-0278)
- Dmytro Antypov (ORCID: https://orcid.org/0000-0003-1893-7785)
- Takuya Taniguchi (ORCID: https://orcid.org/0000-0002-7885-2962)
- M. Parkes
- Gabriele Saleh (ORCID: https://orcid.org/0000-0002-6201-9546)
- Itamar Borges (ORCID: https://orcid.org/0000-0002-8492-1223)
- Matthew L. Evans (ORCID: https://orcid.org/0000-0002-1182-9098)
- Ian J. S. Fairlamb (ORCID: https://orcid.org/0000-0002-7555-2761)
- John Grundy (ORCID: https://orcid.org/0000-0003-4928-7076)
- Janine George (ORCID: https://orcid.org/0000-0001-8907-0336)
- Bastian Bjerkem Skjelstad (ORCID: https://orcid.org/0000-0002-9769-6459)
- Ruiqi Wu (ORCID: https://orcid.org/0009-0006-3736-3958)
- M. N. Pemberton
- J. A. Pang (ORCID: https://orcid.org/0009-0005-4304-4681)
- Lyubomir Kotopanov
- Magdalena Lederbauer (ORCID: https://orcid.org/0009-0008-0665-1839)
- Ricardo Valencia Albornoz
- Kate Fieseler
- Jay Johal
- Andrea Carolina Ojeda-Porras
Publication Details
- Journal
- Faraday Discussions
- Published
- 2024-12-18
- DOI
- https://doi.org/10.1039/d4fd90063d
- Primary Topic
- Big Data Technologies and Applications
- Type
- article
- Field-Weighted Citation Impact
- 0.00