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The Pros and Cons of using free datasets for Aspect-Based Sentiment Analysis

Defined.ai blog

The most prominent source of freely available datasets for ABSA is SemEval (Semantic Evaluation): an ongoing series of evaluations of computational semantic analysis systems, organized under the umbrella of SIGLEX, the Special Interest Group on the Lexicon of the Association for Computational Linguistics.

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How to Improve User Experience (and Behavior): Three Papers from Stanford's Alexa Prize Team

The Stanford AI Lab Blog

In Proceedings of the 57th Annual Meeting of the Association for Computational Linguistics, pages 5370-5381, Florence, Italy. Association for Computational Linguistics. ↩ Sheryl Brahnam. Interact 2005 work- shop Abuse: The darker side of Human-Computer Interaction , pages 62–67. ↩ John Suler.

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The State of Multilingual AI

Sebastian Ruder

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. In Findings of the Association for Computational Linguistics: ACL 2022 (pp. Computational linguistics, 47(2), 255-308.

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AI Distillery (Part 2): Distilling by Embedding

ML Review

Note : The “Charts and Additional Insights” page, one chart being “Top topics from 2014 onwards”. Note : Top 100 cited papers according to the semantic scholar API from 2014+ (specifically from our arxiv dataset). In Proceedings of the 56th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers) (Vol.

AI 40
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The State of Transfer Learning in NLP

Sebastian Ruder

Later approaches then scaled these representations to sentences and documents ( Le and Mikolov, 2014 ; Conneau et al., Early approaches such as word2vec ( Mikolov et al., 2013 ) learned a single representation for every word independent of its context. 2017 ; Peters et al.,

NLP 75
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Major trends in NLP: a review of 20 years of ACL research

NLP People

The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) is starting this week in Florence, Italy. White (2014). We took the opportunity to review major research trends in the animated NLP space and formulate some implications from the business perspective. References E. Cambria and B. Johnson and N.

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