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Several discussions highlight key aspects of the article, such as mentions of automatically extracting synthesis steps from experimental procedures and the use of advanced methods like deep learning models. The tone varies from technical curiosity—'I gave it a try'—to general recognition, like 'congrats,' reflecting a mix of interest and appreciation for its significance. The choice of words such as 'automated' and 'new collection' emphasizes the relevance and innovative nature of the research, whereas technical phrases indicate deeper engagement.
Most discussions acknowledge the significance of the research, with comments like 'Congrats!' and references to its novelty, indicating general support and recognition of its potential.
The discussions reveal high curiosity, especially with posts mentioning attempts to try the method and references to automation and machine learning implications, showing enthusiasm and relevance.
Users engage by discussing technical aspects such as 'RXN fingerprints,' 'atom-mapping,' and comments about applying the method to real sentences, demonstrating a reasonable depth of technical engagement.
Though many posts highlight the publication's importance and potential, few suggest transformative change or high-impact consequences, leading to a moderate impact score.
In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an approach to extract, in an automated manner, the synthesis steps from the experimental procedures of millions of published reactions. https://t.co/jW7FOraqMQ
@leecronin @JGBrandenburg @CroninLab Congrats! I just gave it a try with a simple sentence
Automated Extraction of Chemical Synthesis Actions from Experimental Procedures by Teodoro Laino & co-workers https://t.co/iZ7F47avVw https://t.co/nmC3wFSPTl
- RXN fingerprints (https://t.co/4OxGGSaoqZ) - Atom-mapping (https://t.co/Jtw8olp5MU) - Extraction of actions from paragraphs (https://t.co/k022hOOnch) - Inference of experimental procedures (https://t.co/aDGEaTWWxt) - Noise removal (https://t.co/hqacZzM9LS) ...
Automated Extraction of Chemical Synthesis Actions from Experimental Procedures https://t.co/HTGoIhKgxL via @figshare
@leecronin @JGBrandenburg @CroninLab @JakeYeston "Manual chemistry" relates to the work done by Robots: no discussions. My comment is more focused on the effectiveness of the current NLP layer. I wonder what would happen if you start from something like: https://t.co/k022hOOnch to build the XDL. https://t.co/mkMIhNVJ1c
RXN for chemistry is a platform that utilizes advanced neural machine learning to predict chemical reaction outcomes. This video explores how models can infer synthesis steps from chemical equations, achieving over 50%…
This video explores how AI approaches are transforming organic chemistry. Prof. Philippe Schwaller discusses the development of linguistics-inspired Transformer models for chemical prediction, synthesis planning, and…
RT @teodorolaino: - RXN fingerprints (https://t.co/4OxGGSaoqZ) - Atom-mapping (https://t.co/Jtw8olp5MU) - Extraction of actions from paragr…
RT @teodorolaino: - RXN fingerprints (https://t.co/4OxGGSaoqZ) - Atom-mapping (https://t.co/Jtw8olp5MU) - Extraction of actions from paragr…
RT @teodorolaino: - RXN fingerprints (https://t.co/4OxGGSaoqZ) - Atom-mapping (https://t.co/Jtw8olp5MU) - Extraction of actions from paragr…
- RXN fingerprints (https://t.co/4OxGGSaoqZ) - Atom-mapping (https://t.co/Jtw8olp5MU) - Extraction of actions from paragraphs (https://t.co/k022hOOnch) - Inference of experimental procedures (https://t.co/aDGEaTWWxt) - Noise removal (https://t.co/hqacZzM9LS) ...
@acvaucher et al, Automated extraction of chemical synthesis actions from experimental procedures https://t.co/qo0RgekCZh
RT @teodorolaino: @leecronin @JGBrandenburg @CroninLab Congrats! I just gave it a try with a simple sentence
RT @teodorolaino: @leecronin @JGBrandenburg @CroninLab @JakeYeston "Manual chemistry" relates to the work done by Robots: no discussions. M…
@leecronin @JGBrandenburg @CroninLab @JakeYeston "Manual chemistry" relates to the work done by Robots: no discussions. My comment is more focused on the effectiveness of the current NLP layer. I wonder what would happen if you start from something like: https://t.co/k022hOOnch to build the XDL. https://t.co/mkMIhNVJ1c
RT @teodorolaino: @leecronin @JGBrandenburg @CroninLab Congrats! I just gave it a try with a simple sentence
@leecronin @JGBrandenburg @CroninLab Congrats! I just gave it a try with a simple sentence
Automated extraction of chemical synthesis actions from experimental procedures: https://t.co/7bbZLRPmiH Featured in our new collection of research highlights on machine learning in computational chemistry.
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
RT @acvaucher: In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an appr…
In this blog post, I present, in general terms, an article that we recently published in @NatureComms. It introduces an approach to extract, in an automated manner, the synthesis steps from the experimental procedures of millions of published reactions. https://t.co/jW7FOraqMQ
RT @doctick: #NLP "Automated extraction of chemical synthesis actions from experimental procedures." https://t.co/UBaGfWi1Fl
#NLP "Automated extraction of chemical synthesis actions from experimental procedures." https://t.co/UBaGfWi1Fl
RT @ChemRxiv: Automated Extraction of Chemical Synthesis Actions from Experimental Procedures by Teodoro Laino & co-workers https://t.co/i…
RT @macinchem: Automated Extraction of Chemical Synthesis Actions from Experimental Procedures https://t.co/HTGoIhKgxL via @figshare
RT @macinchem: Automated Extraction of Chemical Synthesis Actions from Experimental Procedures https://t.co/HTGoIhKgxL via @figshare
Automated Extraction of Chemical Synthesis Actions from Experimental Procedures https://t.co/HTGoIhKgxL via @figshare
RT @ChemRxiv: Automated Extraction of Chemical Synthesis Actions from Experimental Procedures by Teodoro Laino & co-workers https://t.co/i…
Automated Extraction of Chemical Synthesis Actions from Experimental Procedures by Teodoro Laino & co-workers https://t.co/iZ7F47avVw https://t.co/nmC3wFSPTl