ALTAnlp, to llm
@ALTAnlp@sigmoid.social avatar

While you're thinking about what to submit to the Call for Problems for the #ALTA2024 Shared Task (link below), we're sharing with you the 2nd-place winner of the #ALTA2023 Shared Task, where participants distinguished between #LLM-generated and human-generated text.

Here, Yunhao Fang of #UniMelb used #fineTuning and #EnsembleModels to achieve accuracy of 99%

🔗 Call for Problems for Shared Task: https://alta2024.alta.asn.au/calls

🔗 Paper: https://aclanthology.org/2023.alta-1.19.pdf

ALTAnlp, to llm
@ALTAnlp@sigmoid.social avatar

While you consider submitting to the Call for Problems for the #ALTA2024 Shared Task (see link below), we'd like to share with you the winner of the #ALTA2023 Shared Task, which involved distinguishing #LLM-generated from human-generated text.

Here, Rinaldo Gagiano and Lin Tian from #RMIT use a fine-tuned #Falcon7B model with label smoothing, yielding an accuracy of 99.91%. Well done!

🔗 Call for Problems for Shared Task: https://alta2024.alta.asn.au/calls

🔗 Paper: https://aclanthology.org/2023.alta-1.18/

ALTAnlp, to ArtificialIntelligence
@ALTAnlp@sigmoid.social avatar

In the lead up to #ALTA2024
we're highlighting excellent talks and papers from previous ALTA events.

This paper, from Vlada Rozova, Jinghui Liu, and Mike Conway at #UniMelb from #ALTA2023, applies #NLP to help solve problems of ambiguity and complexity in #medical #clinical data.

This paper also formed part of the informative #tutorial series at #ALTA2023.

https://aclanthology.org/2023.alta-1.23/

ALTAnlp, to ai
@ALTAnlp@sigmoid.social avatar

In the lead up to #ALTA2024, we're highlighting excellent talks and papers from previous ALTA events.

Here, listen to a #Keynote presentation from #ALTA2023 by Professor Heng Ji from #UniversityOfIllinois Urbana-Champaign, speaking to the #SmartBook - an #AI prophetess for disaster reporting and forecasting.

In this insightful talk, Professor Heng shows us how #NLP techniques provide better decision making tools.

https://www.youtube.com/watch?v=Tuju3Fzz4Tk

#IR #InformationRetrieval #TopicSummarization

ALTAnlp, to Futurology
@ALTAnlp@sigmoid.social avatar

We're delighted to announce that the #research papers from the #ALTA2023 Workshop in #Melbourne, #Australia last year are now available on the #ACL #Anthology:

https://aclanthology.org/events/alta-2023/

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