Sebastian Ruder
JANUARY 24, 2022
2021) 2021 saw many exciting advances in machine learning (ML) and natural language processing (NLP). 2021 saw the continuation of the development of ever larger pre-trained models. 2021 saw the development of alternative model architectures that are viable alternatives to the transformer. style loss.
Allen AI
JULY 7, 2023
2020) and Macaw (Tafjord and Clark, 2021), our results show that mental models derived using these LMs’ predictions are significantly inconsistent, with 19–43% conditional violation. Association for Computational Linguistics. Association for Computational Linguistics. Association for Computational Linguistics.
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Allen AI
JULY 8, 2023
HINT models outperform strong state-of-the-art baselines by over 10% when controlling for compute (measured in FLOPs). Submissions to EMNLP 2021 binned by count of YES responses to the NLP Reproducibility Checklist items. 2021) and summarization (Saunders et al., The ACCEPT rate is given for each bin.
Sebastian Ruder
NOVEMBER 14, 2022
For a recent study [3] , we similarly reviewed papers from ACL 2021 and found that almost 70% of papers only evaluate on English. Initiatives The Association for Computational Linguistics (ACL) has emphasized the importance of language diversity, with a special theme track at the main ACL 2022 conference on this topic.
ODSC - Open Data Science
APRIL 3, 2023
Euro) in 2021. She is currently the president of the Association of Computational Linguistics. Examples are the ACL fellow award 2020 and the first Hessian LOEWE Distinguished Chair award (2,5 mil. Iryna is co-director of the NLP program within ELLIS, a European network of excellence in machine learning.
Allen AI
MAY 30, 2023
2021), a recently proposed commonsense moral reasoning model, generates moral judgments for simple actions described in text. arXiv preprint arXiv:2110.07574 (2021). In Findings of the Association for Computational Linguistics: EMNLP 2020 , pp. If offered to a work colleague, it may even be viewed as a courteous gesture.
Sebastian Ruder
DECEMBER 6, 2021
This post expands on the EMNLP 2021 tutorial on Multi-domain Multilingual Question Answering. 2021 ), among others. The tutorial was organised by Avi Sil and me. In this post, I highlight key insights and takeaways of the tutorial. The slides are available online. 2018 ), college-level exam resources such as ReClor ( Yu et al.,
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