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BLEU survey: better presentation of results Another example is my 2018 paper which presented a structured survey of the validity of BLEU; this was published in ComputationalLinguistics journal. In short, by insisting that we do a proper evaluation, the reviewers massively improved our paper.
2018 ; Akbik et al., 2018 ; Baevski et al., Given enough data, a large number of parameters, and enough compute, a model can do a reasonable job. 2018 ; Wang et al., 2018 , Ruder et al., 2017 ) and pretrained language models ( Peters et al., 2019 ) of recent years. 2017 ; Peters et al.,
Hundreds of researchers, students, recruiters, and business professionals came to Brussels this November to learn about recent advances, and share their own findings, in computationallinguistics and Natural Language Processing (NLP). According to what was discussed at WMT 2018 that might not be the case — at least not anytime soon.
According to Gartner’s hype cycle, NLP has reached the peak of inflated expectations in 2018, and many businesses see it as a “go-to” solution to generate value from the 80% of business-relevant data that comes in unstructured form. The folks here often split into two camps — the mathematicians and the linguists.
It combines techniques from computationallinguistics, probabilistic modeling, deep learning to make computers intelligent enough to grasp the context and the intent of the language. GPT-3 is a successor to the earlier GPT-2 (released in Feb 2019) and GPT-1 (released in June 2018) models .
Conference of the North American Chapter of the Association for ComputationalLinguistics. ↩ Devlin, J., Annual Meeting of the Association for ComputationalLinguistics. ↩ Brown et al. Kalashnikov, D., Quillen, D., Kalakrishnan, M., Vanhoucke, V., Conference on Robot Learning. ↩ Kumar, A., Neumann, M.,
We had already decided at the end of 2018 that we wanted to do this and after seven months of planning and hard work, we couldn’t have been happier with the result. Through his longstanding working relationship with Ines, he began to freelance for Explosion in small capacities in 2018.
2018 ), Children's Book Test ( Hill et al., 2018 ), Children's Book Test ( Hill et al., 2018 ), college-level exam resources such as ReClor ( Yu et al., Instead, domain-adaptive fine-tuning ( Howard & Ruder, 2018 ; Gururangan et al., 2018 ; Lewis et al., 2018 ; Gupta et al.,
Proceedings of the 56th Annual Meeting of the Association for ComputationalLinguistics (Volume 2: Short Papers). “Scaling instruction-fine tuned language models.” arXiv preprint arXiv:2210.11416 (2022). [2] 2] Rajpurkar, Pranav, Robin Jia, and Percy Liang. Know What You Don’t Know: Unanswerable Questions for SQuAD.”
Initiatives The Association for ComputationalLinguistics (ACL) has emphasized the importance of language diversity, with a special theme track at the main ACL 2022 conference on this topic. In Findings of the Association for ComputationalLinguistics: ACL 2022 (pp. Computationallinguistics, 47(2), 255-308.
Transactions of the Association for ComputationalLinguistics, 9, 978–994. Transactions of the Association for ComputationalLinguistics, 9, 570–585. Transactions of the Association for ComputationalLinguistics, 9, 362–373. link] ↩︎ Hendricks, L. Schneider, R., Strub, F.,
In Association for ComputationalLinguistics (ACL), pp. 1112–1122, 2018. ↩ Yonatan Giefman and Ran El-Yaniv. . ↩ Adina Williams, Nikita Nangia, and Samuel Bowman. A broad-coverage challenge corpus for sentence understanding through inference. SelectiveNet: A deep neural network with an integrated reject option.
To take a measure of current geographic diversity in NLP, we extracted as many author affiliations as possible from fulltext papers in the ACL Anthology for 5 major conferences held in 2018: ACL, NAACL, EMNLP, COLING and CoNLL. The first shows author counts as they are, the second shows the counts normalised by 2018 population counts.
vector: Probing sentence embeddings for linguistic properties. In Proceedings of the 56th Annual Meeting of the Association for ComputationalLinguistics (Volume 1: Long Papers) (Vol. TACL, 5, 135–146. Conneau, A., Kruszewski, G., Barrault, L., & Baroni, M. What you can cram into a single $ &!#* 2126–2136). Dumais, S.
The 57th Annual Meeting of the Association for ComputationalLinguistics (ACL 2019) is starting this week in Florence, Italy. 2018) present an excellent overview of the state-of-the-art algorithms. Toutanova (2018). Cambria (2018). In IEEE Computational Intelligence Magazine – vol. Cambria and B.
Madiha is also a published researcher in NLP, with her work on “A Feature Engineering Approach to Irony Detection in English Tweets” published in the Proceedings of The 12th International Workshop on Semantic Evaluation (June 2018), Association for ComputationalLinguistics, New Orleans, LA.
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