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ALTAWe'll shortly be announcing our Shared Task for <a href="https://sigmoid.social/tags/ALTA2024" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2024</a>. In the meantime, we are sharing the 3rd-placed winner of the <a href="https://sigmoid.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a> Shared Task, which was to distinguish <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a>-generated from human-generated text. Here, Ahmed El-Sayed and Omar Nasr of the Arab Academy for Science and Technology use an <a href="https://sigmoid.social/tags/ensemble" class="mention hashtag" rel="nofollow noopener" target="_blank">#ensemble</a> approach of many models to perform well on both the dev and test sets. <a href="https://aclanthology.org/2023.alta-1.20/" rel="nofollow noopener" translate="no" target="_blank">https://aclanthology.org/2023.alta-1.20/</a>

ALTAWhile you're thinking about what to submit to the Call for Problems for the <a href="https://sigmoid.social/tags/ALTA2024" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2024</a> Shared Task (link below), we're sharing with you the 2nd-place winner of the <a href="https://sigmoid.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a> Shared Task, where participants distinguished between <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a>-generated and human-generated text. Here, Yunhao Fang of <a href="https://sigmoid.social/tags/UniMelb" class="mention hashtag" rel="nofollow noopener" target="_blank">#UniMelb</a> used <a href="https://sigmoid.social/tags/fineTuning" class="mention hashtag" rel="nofollow noopener" target="_blank">#fineTuning</a> and <a href="https://sigmoid.social/tags/EnsembleModels" class="mention hashtag" rel="nofollow noopener" target="_blank">#EnsembleModels</a> to achieve accuracy of 99%🔗 Call for Problems for Shared Task: <a href="https://alta2024.alta.asn.au/calls" rel="nofollow noopener" translate="no" target="_blank">https://alta2024.alta.asn.au/calls</a>🔗 Paper: <a href="https://aclanthology.org/2023.alta-1.19.pdf" rel="nofollow noopener" translate="no" target="_blank">https://aclanthology.org/2023.alta-1.19.pdf</a>

ALTAWhile you consider submitting to the Call for Problems for the <a href="https://sigmoid.social/tags/ALTA2024" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2024</a> Shared Task (see link below), we'd like to share with you the winner of the <a href="https://sigmoid.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a> Shared Task, which involved distinguishing <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a>-generated from human-generated text. Here, Rinaldo Gagiano and Lin Tian from <a href="https://sigmoid.social/tags/RMIT" class="mention hashtag" rel="nofollow noopener" target="_blank">#RMIT</a> use a fine-tuned <a href="https://sigmoid.social/tags/Falcon7B" class="mention hashtag" rel="nofollow noopener" target="_blank">#Falcon7B</a> model with label smoothing, yielding an accuracy of 99.91%. Well done!🔗 Call for Problems for Shared Task: <a href="https://alta2024.alta.asn.au/calls" rel="nofollow noopener" translate="no" target="_blank">https://alta2024.alta.asn.au/calls</a>🔗 Paper: <a href="https://aclanthology.org/2023.alta-1.18/" rel="nofollow noopener" translate="no" target="_blank">https://aclanthology.org/2023.alta-1.18/</a>

ALTAIn the lead up to <a href="https://sigmoid.social/tags/ALTA2024" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2024</a> in December at <a href="https://mastodon.social/@ANUResearch" class="u-url mention" rel="nofollow noopener" target="_blank">@ANUResearch</a>, we're featuring interesting papers and talks from <a href="https://sigmoid.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a>In this paper, Steven Nguyen at <a href="https://sigmoid.social/tags/UniMelb" class="mention hashtag" rel="nofollow noopener" target="_blank">#UniMelb</a>, Daniel Beck at <a href="https://sigmoid.social/tags/RMIT" class="mention hashtag" rel="nofollow noopener" target="_blank">#RMIT</a> and Katja Hölttä-Otto also of <a href="https://sigmoid.social/tags/UniMelb" class="mention hashtag" rel="nofollow noopener" target="_blank">#UniMelb</a> work on the novel task of cognitive <a href="https://sigmoid.social/tags/empathy" class="mention hashtag" rel="nofollow noopener" target="_blank">#empathy</a>.Using paired sentences from <a href="https://sigmoid.social/tags/design" class="mention hashtag" rel="nofollow noopener" target="_blank">#design</a> interviews and <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#NLP</a> techniques, they show similarity of vectors from an <a href="https://sigmoid.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> is a promising approach in this space. <a href="https://aclanthology.org/2023.alta-1.14/" rel="nofollow noopener" translate="no" target="_blank">https://aclanthology.org/2023.alta-1.14/</a>

ALTAIn the lead up to <a href="https://sigmoid.social/tags/ALTA2024" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2024</a> we're highlighting excellent talks and papers from previous ALTA events. This paper, from Vlada Rozova, Jinghui Liu, and Mike Conway at <a href="https://sigmoid.social/tags/UniMelb" class="mention hashtag" rel="nofollow noopener" target="_blank">#UniMelb</a> from <a href="https://sigmoid.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a>, applies <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#NLP</a> to help solve problems of ambiguity and complexity in <a href="https://sigmoid.social/tags/medical" class="mention hashtag" rel="nofollow noopener" target="_blank">#medical</a> <a href="https://sigmoid.social/tags/clinical" class="mention hashtag" rel="nofollow noopener" target="_blank">#clinical</a> data. This paper also formed part of the informative <a href="https://sigmoid.social/tags/tutorial" class="mention hashtag" rel="nofollow noopener" target="_blank">#tutorial</a> series at <a href="https://sigmoid.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a>. <a href="https://aclanthology.org/2023.alta-1.23/" rel="nofollow noopener" translate="no" target="_blank">https://aclanthology.org/2023.alta-1.23/</a>

ALTAIn the lead up to <a href="https://sigmoid.social/tags/ALTA2024" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2024</a>, we're highlighting excellent talks and papers from previous ALTA events. Here, listen to a <a href="https://sigmoid.social/tags/Keynote" class="mention hashtag" rel="nofollow noopener" target="_blank">#Keynote</a> presentation from <a href="https://sigmoid.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a> by Professor Heng Ji from <a href="https://sigmoid.social/tags/UniversityOfIllinois" class="mention hashtag" rel="nofollow noopener" target="_blank">#UniversityOfIllinois</a> Urbana-Champaign, speaking to the <a href="https://sigmoid.social/tags/SmartBook" class="mention hashtag" rel="nofollow noopener" target="_blank">#SmartBook</a> - an <a href="https://sigmoid.social/tags/AI" class="mention hashtag" rel="nofollow noopener" target="_blank">#AI</a> prophetess for disaster reporting and forecasting. In this insightful talk, Professor Heng shows us how <a href="https://sigmoid.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#NLP</a> techniques provide better decision making tools. <a href="https://www.youtube.com/watch?v=Tuju3Fzz4Tk" rel="nofollow noopener" translate="no" target="_blank">https://www.youtube.com/watch?v=Tuju3Fzz4Tk</a><a href="https://sigmoid.social/tags/IR" class="mention hashtag" rel="nofollow noopener" target="_blank">#IR</a> <a href="https://sigmoid.social/tags/InformationRetrieval" class="mention hashtag" rel="nofollow noopener" target="_blank">#InformationRetrieval</a> <a href="https://sigmoid.social/tags/TopicSummarization" class="mention hashtag" rel="nofollow noopener" target="_blank">#TopicSummarization</a>

ALTAWe're delighted to announce that the <a href="https://sigmoid.social/tags/research" class="mention hashtag" rel="nofollow noopener" target="_blank">#research</a> papers from the <a href="https://sigmoid.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a> Workshop in <a href="https://sigmoid.social/tags/Melbourne" class="mention hashtag" rel="nofollow noopener" target="_blank">#Melbourne</a>, <a href="https://sigmoid.social/tags/Australia" class="mention hashtag" rel="nofollow noopener" target="_blank">#Australia</a> last year are now available on the <a href="https://sigmoid.social/tags/ACL" class="mention hashtag" rel="nofollow noopener" target="_blank">#ACL</a> <a href="https://sigmoid.social/tags/Anthology" class="mention hashtag" rel="nofollow noopener" target="_blank">#Anthology</a>: <a href="https://aclanthology.org/events/alta-2023/" rel="nofollow noopener" translate="no" target="_blank">https://aclanthology.org/events/alta-2023/</a>

Kathy ReidEarlier this month, I attended and presented at the <a href="https://aus.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a> <a href="https://aus.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#NLP</a> conference in <a href="https://aus.social/tags/Melbourne" class="mention hashtag" rel="nofollow noopener" target="_blank">#Melbourne</a> - here are my <a href="https://aus.social/tags/notes" class="mention hashtag" rel="nofollow noopener" target="_blank">#notes</a> from the workshop. <a href="https://blog.kathyreid.id.au/2023/12/10/alta2023/" rel="nofollow noopener" translate="no" target="_blank">https://blog.kathyreid.id.au/2023/12/10/alta2023/</a>📷 Gabriela Ferraro, used with permission<a href="https://aus.social/tags/academic" class="mention hashtag" rel="nofollow noopener" target="_blank">#academic</a> <a href="https://aus.social/tags/alta2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#alta2023</a> <a href="https://aus.social/tags/data" class="mention hashtag" rel="nofollow noopener" target="_blank">#data</a> <a href="https://aus.social/tags/DatasetDocumentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#DatasetDocumentation</a> <a href="https://aus.social/tags/linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#linguistics</a> <a href="https://aus.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#NLP</a> <a href="https://aus.social/tags/RightTheDocs" class="mention hashtag" rel="nofollow noopener" target="_blank">#RightTheDocs</a>

Kathy ReidThis week I was delighted to present the paper "Right the docs: Characterising <a href="https://aus.social/tags/voice" class="mention hashtag" rel="nofollow noopener" target="_blank">#voice</a> <a href="https://aus.social/tags/dataset" class="mention hashtag" rel="nofollow noopener" target="_blank">#dataset</a> <a href="https://aus.social/tags/documentation" class="mention hashtag" rel="nofollow noopener" target="_blank">#documentation</a> practices" at the Australasian Language Technology Association 2023 Workshop <a href="https://aus.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a>, joint work with my doctoral supervisor, Dr Elizabeth Williams.The audience questions were insightful, and a big thank you to Dr Gabriela Ferraro for the lovely photo. It was my first time at <a href="https://aus.social/tags/ALTA2023" class="mention hashtag" rel="nofollow noopener" target="_blank">#ALTA2023</a>, and it will be held in <a href="https://aus.social/tags/Canberra" class="mention hashtag" rel="nofollow noopener" target="_blank">#Canberra</a> at <a href="https://aus.social/tags/ANU" class="mention hashtag" rel="nofollow noopener" target="_blank">#ANU</a> next year - a delightful and welcoming community. Thank you for the opportunity! You can read the full proceedings on the conference website: <a href="https://alta2023.alta.asn.au/" rel="nofollow noopener" translate="no" target="_blank">https://alta2023.alta.asn.au/</a>and I'll publish my notes from the conference as a blog post shortly. <a href="https://aus.social/tags/NLP" class="mention hashtag" rel="nofollow noopener" target="_blank">#NLP</a> <a href="https://aus.social/tags/linguistics" class="mention hashtag" rel="nofollow noopener" target="_blank">#linguistics</a> <a href="https://aus.social/tags/BERT" class="mention hashtag" rel="nofollow noopener" target="_blank">#BERT</a> <a href="https://aus.social/tags/LLMs" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLMs</a> <a href="https://aus.social/tags/LLM" class="mention hashtag" rel="nofollow noopener" target="_blank">#LLM</a> <a href="https://aus.social/tags/GPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#GPT</a> <a href="https://aus.social/tags/GPT4" class="mention hashtag" rel="nofollow noopener" target="_blank">#GPT4</a> <a href="https://aus.social/tags/ChatGPT" class="mention hashtag" rel="nofollow noopener" target="_blank">#ChatGPT</a>

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