Topbots

JUNE 15, 2023

70% of research papers published in a computational linguistics conference only evaluated English.[ 5 ] Addressing the digital divide in NLP is crucial to ensure equitable language representation and performance in AI-driven technologies. Association for Computational Linguistics. Shijie Wu and Mark Dredze.

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Viso.ai

JULY 18, 2024

Large Learning Models or LLMs are quite popular terms when discussing Artificial intelligence (AI). In generative AI, human language is perceived as a difficult data type. An easy way to describe LLM is an AI algorithm capable of understanding and generating human language. What are Large Language Models (LLMs)?

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Sebastian Ruder

NOVEMBER 14, 2022

Research models such as BERT and T5 have become much more accessible while the latest generation of language and multi-modal models are demonstrating increasingly powerful capabilities. This post takes a closer look at how the AI community is faring in this endeavour.

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Marek Rei

NOVEMBER 4, 2024

The University of Hong Kong, Shanghai Jiao Tong University, University of Washington, AllenAI, University of Waterloo, Salesforce Research, Yale University, Meta AI. Comcast Applied AI, UCL, University of Waterloo. Tsinghua University, ModelBest, Renmin University of China, Yale University, WeChat AI, Tencent, Zhihu. EMNLP 2023.

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Explosion

DECEMBER 28, 2019

Jan 15: The year started out with us as guests on the NLP Highlights podcast , hosted by Matt Gardner and Waleed Ammar of Allen AI. Jan 16: Ines followed that up with an appearance on German documentary “Frag deinen Kühlschrank” (literally “ask your refrigerator”) for Bayerischer Rundfunk on German TV about AI technologies.

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Applied Data Science

DECEMBER 23, 2022

Linking to demos so that you can also review them yourself Have you been finding the leaps of AI in the last past years impressive? This was one of the first appearances of an AI model used for Text-to-Image generation. Galactica is a language model by Meta AI customised for scientific research . The world was hooked.

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The Stanford AI Lab Blog

JANUARY 21, 2022

Conference of the North American Chapter of the Association for Computational Linguistics. ↩ Devlin, J., BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding. RoBERTa: A Robustly Optimized BERT Pretraining Approach. . ↩ Peters, M., Neumann, M., Gardner, M., Zettlemoyer, L.

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Sebastian Ruder

JANUARY 24, 2022

6] such as W2v-BERT [7] as well as more powerful multilingual models such as XLS-R [8]. For each input chunk, nearest neighbor chunks are retrieved using approximate nearest neighbor search based on BERT embedding similarity. W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-Training.

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NLP People

JULY 24, 2019

The 57th Annual Meeting of the Association for Computational Linguistics (ACL 2019) is starting this week in Florence, Italy. NLP, a major buzzword in today’s tech discussion, deals with how computers can understand and generate language. BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding.

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