Pinboard (amy)
https://pinboard.in/u:amy/public/
recent bookmarks from amyOLMoASR: A series of open speech recognition models | Ai22025-09-01T14:47:38+00:00
https://allenai.org/blog/olmoasr
amymachine_learning nlphttps://pinboard.in/u:amy/b:b01681bdd687/nltk.sentiment.vader2024-06-02T11:51:27+00:00
https://www.nltk.org/_modules/nltk/sentiment/vader.html
amynlphttps://pinboard.in/u:amy/b:61969ff3c9c3/[1902.00751] Parameter-Efficient Transfer Learning for NLP2023-01-26T22:50:29+00:00
https://arxiv.org/abs/1902.00751
amynlp google machine_learninghttps://pinboard.in/https://pinboard.in/u:amy/b:1c8a13a4e72b/[2301.04655] ChatGPT is not all you need. A State of the Art Review of large Generative AI models2023-01-19T16:40:30+00:00
https://arxiv.org/abs/2301.04655
amymachine_learning nlp llmshttps://pinboard.in/https://pinboard.in/u:amy/b:3bb4039e2475/ChatGPT from OpenAI is a huge step toward a usable answer engine. Unfortunately its answers are horrible. | Mashable2022-12-08T15:12:24+00:00
https://mashable.com/article/chatgpt-amazing-wrong?s=09
amymachine_learning nlphttps://pinboard.in/u:amy/b:1b086e2397f3/The Brilliance and Weirdness of ChatGPT2022-12-07T01:45:28+00:00
https://www.nytimes.com/2022/12/05/technology/chatgpt-ai-twitter.html?smid=nytcore-ios-share&referringSource=articleShare
amymachine_learning NLPhttps://pinboard.in/u:amy/b:f1e3f8fdc422/137 emergent abilities of large language models — Jason Wei2022-11-29T14:33:21+00:00
https://www.jasonwei.net/blog/emergence
amymachine_learning nlphttps://pinboard.in/u:amy/b:1e99942862a6/Big Tech builds AI with bad data. So scientists sought better data.2022-07-23T04:01:10+00:00
https://www.washingtonpost.com/technology/2022/07/21/big-science-ai-open-source-language-model/
amymachine_learning nlphttps://pinboard.in/u:amy/b:b74c825a7a40/BLOOM: Inside the radical new project to democratize AI | MIT Technology Review2022-07-14T03:00:19+00:00
https://www.technologyreview.com/2022/07/12/1055817/inside-a-radical-new-project-to-democratize-ai/
amymachine_learning nlphttps://pinboard.in/u:amy/b:9b1c12801bf7/OpenAI API2022-07-02T02:45:59+00:00
https://openai.com/api/?s=09
amymachine_learning nlphttps://pinboard.in/u:amy/b:f1a6ad784815/AI Transformer Inventors Launch Adept with $65M to Lend a Hand to Knowledge Workers | Business Wire2022-04-28T00:13:52+00:00
https://www.businesswire.com/news/home/20220426005963/en/AI-Transformer-Inventors-Launch-Adept-with-65M-to-Lend-a-Hand-to-Knowledge-Workers
amygoogle machine_learning nlp startupshttps://pinboard.in/https://pinboard.in/u:amy/b:a407156c290d/Google AI's Latest 540-Billion Parameter Model (Pathways Language Model Called PaLM) Unlocks New Tasks Proportional To Scale - MarkTechPost2022-04-06T02:38:09+00:00
https://www.marktechpost.com/2022/04/04/google-ais-latest-540-billion-parameter-model-pathways-language-model-called-palm-unlocks-new-tasks-proportional-to-scale/
amymachine_learning google nlphttps://pinboard.in/u:amy/b:2c9dc969e02d/Google AI Blog: Pathways Language Model (PaLM): Scaling to 540 Billion Parameters for Breakthrough Performance2022-04-06T01:49:55+00:00
https://ai.googleblog.com/2022/04/pathways-language-model-palm-scaling-to.html
amymachine_learning google NLPhttps://pinboard.in/u:amy/b:431300cd8138/Data and AI: Google Cloud datasets and new data benchmarks | Google Cloud Blog2022-03-30T00:24:49+00:00
https://cloud.google.com/blog/topics/public-datasets/data-and-ai-google-cloud-datasets-and-new-data-benchmarks
amygoogle big_data gcp nlphttps://pinboard.in/https://pinboard.in/u:amy/b:e8e1fee5f113/CLIP2022-03-29T00:48:12+00:00
https://huggingface.co/docs/transformers/model_doc/clip
amymachine_learning NLP embeddingshttps://pinboard.in/https://pinboard.in/u:amy/b:0176e07d750a/@tensorflow-models/universal-sentence-encoder - npm2022-03-29T00:41:13+00:00
https://www.npmjs.com/package/@tensorflow-models/universal-sentence-encoder
amymachine_learning nlp nodejshttps://pinboard.in/u:amy/b:908e23a3051e/Semantic Reactor - Google Workspace Marketplace2022-03-29T00:37:26+00:00
https://workspace.google.com/marketplace/app/semantic_reactor/509042860915
amymachine_learning nlp googlehttps://pinboard.in/https://pinboard.in/u:amy/b:e599691065de/GitHub - recognai/rubrix: ✨ Rubrix, open-source framework for data-centric NLP. Data annotation and monitoring for enterprise NLP2022-03-24T02:35:30+00:00
https://github.com/recognai/rubrix
amymachine_learning NLPhttps://pinboard.in/u:amy/b:73bae33d73bf/About - Simple Transformers2022-03-05T01:12:37+00:00
https://simpletransformers.ai/about/
amymachine_learning transformers nlphttps://pinboard.in/https://pinboard.in/u:amy/b:7fdf35b3a323/Google AI Blog: Exploring Transfer Learning with T5: the Text-To-Text Transfer Transformer2022-03-04T22:02:08+00:00
https://ai.googleblog.com/2020/02/exploring-transfer-learning-with-t5.html
amymachine_learning nlp googlehttps://pinboard.in/https://pinboard.in/u:amy/b:7500c0b62d3e/GPT-3, Foundation Models, and AI Nationalism2022-02-06T05:23:59+00:00
https://lastweekin.ai/p/gpt-3-foundation-models-and-ai-nationalism
amymachine_learning NLPhttps://pinboard.in/u:amy/b:0ed37d94c1ac/Accelerating Question Answering Applications with MobileBERT and TFLite | by Felipe de Pontes Adachi | Google Cloud - Community | Nov, 2021 | Medium2021-12-10T22:59:09+00:00
https://medium.com/google-cloud/accelerating-question-answering-applications-with-mobilebert-and-tflite-1f8d301ddbf7
amynlp BERT machine_learning TensorFlowhttps://pinboard.in/https://pinboard.in/u:amy/b:0335bacd64a0/Google AI Blog: Announcing WIT: A Wikipedia-Based Image-Text Dataset2021-11-27T17:01:25+00:00
https://ai.googleblog.com/2021/09/announcing-wit-wikipedia-based-image.html
amymachine_learning google nlp big_datahttps://pinboard.in/u:amy/b:b21abec18a5d/Leveraging Deep Learning for Multilingual Sentiment Analysis - AYLIEN News API2021-11-23T18:14:33+00:00
https://aylien.com/blog/leveraging-deep-learning-for-multilingual
amymachine_learning nlphttps://pinboard.in/https://pinboard.in/u:amy/b:ce32f32c27dd/(Saving...) [2005.14165v4] Language Models are Few-Shot Learners2021-11-23T18:08:06+00:00
https://arxiv.org/abs/2005.14165v4
amymachine_learning nlphttps://pinboard.in/https://pinboard.in/u:amy/b:bc773b55e6f4/Stanford AI experts warn of biases in GPT-3 and BERT models2021-10-07T15:18:44+00:00
https://www.fastcompany.com/90666920/ai-bias-stanford-percy-liang-fei-fei-li
amymachine_learning nlp ethicshttps://pinboard.in/https://pinboard.in/u:amy/b:27766550aa4e/Ex-Googlers raise $40 million to democratize language AI2021-10-07T15:16:38+00:00
https://www.fastcompany.com/90670635/ex-googlers-raise-40-million-to-democratize-natural-language-ai
amymachine_learning nlp googlehttps://pinboard.in/https://pinboard.in/u:amy/b:b8e86347861f/Linguistics 575: Societal Impacts of NLP2021-10-07T12:37:56+00:00
https://faculty.washington.edu/ebender/2021_575/
amymachine_learning nlp educationhttps://pinboard.in/u:amy/b:2b3d038ac186/Google AI Blog: Rethinking Attention with Performers2021-08-23T22:07:22+00:00
https://ai.googleblog.com/2020/10/rethinking-attention-with-performers.html
amymachine_learning google nlphttps://pinboard.in/https://pinboard.in/u:amy/b:9c10cfdb71a2/[2108.07258] On the Opportunities and Risks of Foundation Models2021-08-20T01:24:25+00:00
https://arxiv.org/abs/2108.07258
amymachine_learning NLPhttps://pinboard.in/u:amy/b:32d32ec063be/GitHub - google-research/bert: TensorFlow code and pre-trained models for BERT2021-07-30T22:14:30+00:00
https://github.com/google-research/bert
amymachine_learning google nlp researchhttps://pinboard.in/https://pinboard.in/u:amy/b:18d248ab2bcc/[2106.16171] Revisiting the Primacy of English in Zero-shot Cross-lingual Transfer2021-07-30T22:04:22+00:00
https://arxiv.org/abs/2106.16171
amymachine_learning nlp bert t5https://pinboard.in/https://pinboard.in/u:amy/b:e8c8341c4ae7/(359) Transfer learning and Transformer models (ML Tech Talks) - YouTube2021-07-30T21:24:22+00:00
https://www.youtube.com/watch?v=LE3NfEULV6k
amymachine_learning nlp tutorials transformers berthttps://pinboard.in/https://pinboard.in/u:amy/b:d3ad0d41cedd/transformers/examples/flax/text-classification at master · huggingface/transformers2021-07-20T16:31:11+00:00
https://github.com/huggingface/transformers/tree/master/examples/flax/text-classification
amynlp jax flax machine_learning huggingface transformershttps://pinboard.in/https://pinboard.in/u:amy/b:4e08f5ad3256/deepset-ai/haystack: End-to-end Python framework for building natural language search interfaces to data. Leverages Transformers and the State-of-the-Art of NLP. Supports DPR, Elasticsearch, Hugging Face’s Hub, and much more!2021-07-15T22:26:28+00:00
https://github.com/deepset-ai/haystack
amynlphttps://pinboard.in/https://pinboard.in/u:amy/b:dec4ac2481e3/Stanford's AI Researchers Introduce QA-GNN Model That Jointly Reasons With Language Models And Knowledge Graphs | MarkTechPost2021-07-14T16:58:12+00:00
https://www.marktechpost.com/2021/07/13/stanfords-ai-researchers-introduce-qa-gnn-that-jointly-reasons-with-language-models-and-knowledge-graphs/
amynlp machine_learninghttps://pinboard.in/https://pinboard.in/u:amy/b:38738c183160/dimitreOliveira/bert-as-a-service_TFX: End-to-end pipeline with TFX to train and deploy a BERT model for sentiment analysis.2021-06-25T17:48:01+00:00
https://github.com/dimitreOliveira/bert-as-a-service_TFX
amymachine_learning google nlp BERT GDEshttps://pinboard.in/https://pinboard.in/u:amy/b:f2d7be32e445/AI Powered Misinformation and Manipulation at Scale #GPT-32021-05-28T13:55:54+00:00
https://bit.ly/3bVF0q3
amymachine_learning NLPhttps://pinboard.in/u:amy/b:090bf9eb1891/MUM: A new AI milestone for understanding information2021-05-19T01:02:04+00:00
https://blog.google/products/search/introducing-mum/
amynlp google machine_learning searchhttps://pinboard.in/https://pinboard.in/u:amy/b:30d488e8d660/This AI Can Generate Convincing Text—and Anyone Can Use It2021-03-30T13:51:52+00:00
https://www.wired.com/story/ai-generate-convincing-text-anyone-use-it/?mc_cid=90e7741fa8&mc_eid=eef4b324fd
amymachine_learning nlphttps://pinboard.in/u:amy/b:fa31dc8273ae/SWITCH TRANSFORMERS: SCALING TO TRILLION PARAMETER MODELS WITH SIMPLE AND EFFICIENT SPARSITY William Fe2021-02-16T14:05:52+00:00
https://arxiv.org/pdf/2101.03961.pdf
amymachine_learning NLPhttps://pinboard.in/u:amy/b:be065558ceac/OpenAI and Stanford researchers call for urgent action to address harms of large language models like GPT-32021-02-13T08:33:42+00:00
https://venturebeat.com/2021/02/09/openai-and-stanford-researchers-call-for-urgent-action-to-address-harms-of-large-language-models-like-gpt-3/
amymachine_learning ethics NLPhttps://twitter.com/https://pinboard.in/u:amy/b:62a4aa5e2d7c/[2002.09402] Addressing Some Limitations of Transformers with Feedback Memory2021-01-27T16:56:50+00:00
https://arxiv.org/abs/2002.09402
amymachine_learning nlphttps://pinboard.in/https://pinboard.in/u:amy/b:e8a894267b01/DALL·E: Creating Images from Text2021-01-06T14:38:20+00:00
https://openai.com/blog/dall-e/
amymachine_learning nlp transformations to existing images.https://pinboard.in/https://pinboard.in/u:amy/b:02b18fdacfc9/Leo Gao on Twitter: "Announcing a new dataset: the Pile! A free and publicly available 800GB dataset of diverse English text for language modeling! Download: https://t.co/DDUikP5Igz Paper: https://t.co/9XqVw3y8nY 1/7 https://t.co/glhM7KgBFZ" / Twitter2021-01-05T19:07:34+00:00
https://twitter.com/nabla_theta/status/1345130408170541056
amymachine_learning nlp big_datahttps://pinboard.in/https://pinboard.in/u:amy/b:795bdca9e810/patents-public-data/BERT for Patents.md at master · google/patents-public-data2020-12-08T20:39:11+00:00
https://github.com/google/patents-public-data/blob/master/models/BERT%20for%20Patents.md
amy100 million patent documents and was trained on all parts of a patent (abstract, claims, description).
The BERT model exported here comes in two formats:
SavedModel
Checkpoint
The models can also be loaded and saved in another format or just the weights can be saved.]]>machine_learning nlp googlehttps://pinboard.in/https://pinboard.in/u:amy/b:d01394b71203/How AI improves patent analysis | Google Cloud Blog2020-12-08T20:38:02+00:00
https://cloud.google.com/blog/products/ai-machine-learning/how-ai-improves-patent-analysis
amymachine_learning nlp googlehttps://pinboard.in/https://pinboard.in/u:amy/b:aa2d126d2ee1/GitHub - NiuTrans/ABigSurvey: A collection of 400+ survey papers on Natural Language Processing (NLP) and Machine Learning (ML)2020-11-25T20:05:17+00:00
https://github.com/NiuTrans/ABigSurvey
amymachine_learning nlphttps://apple.com/iphone/https://pinboard.in/u:amy/b:68867e64418e/2020 NLP Survey Report – Gradient Flow2020-09-24T19:04:05+00:00
https://gradientflow.com/2020nlpsurvey/
amymachine_learning nlphttps://pinboard.in/u:amy/b:77d2dfeb460b/The untold story of GPT-3 is the transformation of OpenAI – TechTalks2020-09-07T18:12:51+00:00
https://bdtechtalks.com/2020/08/17/openai-gpt-3-commercial-ai/amp/
amymachine_learning nlphttps://pinboard.in/u:amy/b:78ab0c4cc9d4/making_with_ml/use_sample.js at master · google/making_with_ml · GitHub2020-08-22T00:38:51+00:00
https://github.com/google/making_with_ml/blob/master/semantic_ml/use_sample.js
amymachine_learning nlphttps://pinboard.in/u:amy/b:b434fb4edaa7/Introducing Semantic Reactor: Explore NLP in Google Sheets — The TensorFlow Blog2020-08-22T00:34:33+00:00
https://blog.tensorflow.org/2020/08/introducing-semantic-reactor-explore-nlp-sheets.html?m=1
amymachine_learning nlphttps://pinboard.in/u:amy/b:2513f44fb6e8/Google AI Blog: Advances in Semantic Textual Similarity2020-08-22T00:34:03+00:00
https://ai.googleblog.com/2018/05/advances-in-semantic-textual-similarity.html?m=1
amymachine_learning nlphttps://pinboard.in/u:amy/b:7560886f1053/A college kid created a fake, AI-generated blog. It reached #1 on Hacker News. | MIT Technology Review2020-08-20T17:13:45+00:00
https://www.technologyreview.com/2020/08/14/1006780/ai-gpt-3-fake-blog-reached-top-of-hacker-news
amymachine_learning nlphttps://pinboard.in/u:amy/b:cb1dca3a652e/Sudowrite2020-08-13T13:53:14+00:00
https://www.sudowrite.com/
amy
For the past couple weeks, I've been playing around with Sudowrite, @superamit and friends' GPT3-based text generator for fiction writers. You give it it characters, plot summaries, dialogue or twist endings.
https://www.sudowrite.com/
1/ https://twitter.com/doctorow/status/1293660117909434368/photo/1
]]>machine_learning nlphttps://pinboard.in/u:amy/b:589a34ca6ec8/Google AI Blog: A Scalable Approach to Reducing Gender Bias in Google Translate2020-07-30T20:38:23+00:00
https://ai.googleblog.com/2020/04/a-scalable-approach-to-reducing-gender.html
amymachine_learning nlp google biashttps://pinboard.in/https://pinboard.in/u:amy/b:bf1d4747b01b/[2002.08909] REALM: Retrieval-Augmented Language Model Pre-Training2020-07-21T17:36:02+00:00
https://arxiv.org/abs/2002.08909
amymachine_learning nlp googlehttps://pinboard.in/https://pinboard.in/u:amy/b:067f002529bc/GPT-3: Creative Potential of NLP. New ML milestone by OpenAI — in action | by Vlad Alex (Merzmensch) | Jul, 2020 | Towards Data Science2020-07-18T16:19:16+00:00
https://towardsdatascience.com/gpt-3-creative-potential-of-nlp-d5ccae16c1ab
amymachine_learning nlphttps://pinboard.in/u:amy/b:a6b069bd3217/filbert_paper.pdf - Google Drive2020-07-16T20:09:49+00:00
https://drive.google.com/file/d/19NicWkWcF_-V0UvxUqAzNoRbT-Dp6SPK/view
amymachine_learning nlphttps://pinboard.in/https://pinboard.in/u:amy/b:d8ef30839889/[2004.15011] TLDR: Extreme Summarization of Scientific Documents2020-05-05T16:29:08+00:00
https://arxiv.org/abs/2004.15011
amymachine_learning nlp summarizationhttps://pinboard.in/https://pinboard.in/u:amy/b:1f6353be0418/SciTLDR2020-05-05T16:20:22+00:00
https://scitldr.apps.allenai.org/
amymachine_learning nlp summarizationhttps://pinboard.in/https://pinboard.in/u:amy/b:578c4c052bcb/[1905.07129v3] ERNIE: Enhanced Language Representation with Informative Entities2020-04-15T21:26:07+00:00
https://arxiv.org/abs/1905.07129v3
amynlp machine_learninghttps://pinboard.in/https://pinboard.in/u:amy/b:7b7a7c8272d7/models/official/nlp/xlnet at master · tensorflow/models2020-04-15T21:05:37+00:00
https://github.com/tensorflow/models/tree/master/official/nlp/xlnet
amyTensorFlow nlp machine_learninghttps://pinboard.in/https://pinboard.in/u:amy/b:8b07ba058b07/[1906.08237v2] XLNet: Generalized Autoregressive Pretraining for Language Understanding2020-04-15T20:53:41+00:00
https://arxiv.org/abs/1906.08237v2
amynlp machine_learning TensorFlowhttps://pinboard.in/https://pinboard.in/u:amy/b:9126ca7eeb61/Essentials of Deep Learning – Sequence to Sequence modelling with Attention (using python)2020-04-15T20:01:50+00:00
https://www.analyticsvidhya.com/blog/2018/03/essentials-of-deep-learning-sequence-to-sequence-modelling-with-attention-part-i/
amynlp machine_learninghttps://pinboard.in/https://pinboard.in/u:amy/b:59c1876f59e5/Understanding Transformers in NLP: State-of-the-Art Models2020-04-15T20:00:18+00:00
https://www.analyticsvidhya.com/blog/2019/06/understanding-transformers-nlp-state-of-the-art-models/
amymachine_learning nlphttps://pinboard.in/https://pinboard.in/u:amy/b:93124d623145/zihangdai/xlnet: XLNet: Generalized Autoregressive Pretraining for Language Understanding2020-04-15T19:54:50+00:00
https://github.com/zihangdai/xlnet
amyTensorFlow nlp machine_learninghttps://pinboard.in/https://pinboard.in/u:amy/b:c7c65ac6cbc8/6 Pretrained Models to Master Text Classification2020-04-15T19:51:34+00:00
https://www.analyticsvidhya.com/blog/2020/03/6-pretrained-models-text-classification/
amymachine_learning nlphttps://pinboard.in/https://pinboard.in/u:amy/b:3abf7cdbd994/[1910.10683] Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer2020-04-15T17:59:12+00:00
https://arxiv.org/abs/1910.10683
amynlp machine_learning googlehttps://pinboard.in/https://pinboard.in/u:amy/b:470e84736203/google-research/text-to-text-transfer-transformer: Code for the paper "Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer"2020-03-11T16:49:49+00:00
https://github.com/google-research/text-to-text-transfer-transformer
amyTensorFlow machine_learning nlp googlehttps://pinboard.in/https://pinboard.in/u:amy/b:cf0de93cdb4e/