Closed Utomo88 closed 3 years ago
Sure, feel free to add interesting articles here. Some further resources:
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics https://www.aclweb.org/anthology/volumes/2020.acl-main/
I like the overview of ACL here: https://www.paperdigest.org/2020/06/acl-2020-highlights/
Some papers I found interesting:
I found this article & notebook interesting & applicable to FARM/Haystack:
NLP Text Preprocessing & Vectorizing
Covid-19 8M Tweets Example Notebook using GPU TfidfVectorizer
ScANN: new, highly scalable vector similarity search by google https://ai.googleblog.com/2020/07/announcing-scann-efficient-vector.html
ANCE - New dense retriever that uses harder negatives via contrastive Learning (kind of a logical next step from DPR) https://arxiv.org/abs/2007.00808
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FastFormers: 233x Faster Transformers inference on CPU Yes, 233x on CPU with the multi-head self-attentive Transformer architecture. This is not an LSTM or an RNN
https://parthplc.medium.com/fastformers-233x-faster-transformers-inference-on-cpu-4c0b7a720e1
We use our slack channel for such news / content now. Whoever is reading this: come and join us there
https://rajpurkar.github.io/SQuAD-explorer/
https://www.forbes.com/sites/forbestechcouncil/2020/07/06/using-conversational-ai-to-find-answers/#154822f94efd
https://ai.google.com/research/NaturalQuestions/competition
I think we can post new things about Question and Answering AI in this thread Please delete/ close if this is NOT Allowed.
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