Machine learning: problems AND Tweet
Common descendants
63 Documents
LlamaIndex 🦙 sur X : "An emerging technique to better represent your data for RAG/LLM applications is to only chunk the data, but also hierarchically cluster and index it..."
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2024-03-30 About
UKP Lab sur X : "a lightweight solution for few-shot domain-specific sentence classification: AdaSent!..."
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2023-12-09 About
Jerry Liu sur X : "how do you get a good retrieval dataset w/o spending a ton of money on human labels? Answer: use LLMs"
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2023-08-30 About
Jerry Liu sur X : "One major way to improve your RAG system is to fine-tune your embedding model"
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2023-08-25 About
Linus sur X : "experiments "mixing" embeddings by interpolating b/w them in latent space, but it seems we get similar results when just copying some % of random dimensions from one embedding into the another embedding..."
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2023-08-25 About
Nils Reimers sur Twitter : "Cross-Lingual Text-Classification just from English Data"
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2023-07-20 About
Jack Rae sur Twitter : "Pretty wild that simple text compression algorithms demonstrate few-shot learning."
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2023-07-14 About
Yann Dubois sur Twitter : "Developing chat LLMs is hard without an automated way to measure improvements 🔥It just became easier with AlpacaEval..."
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2023-06-08 About
Daniel Daza sur Twitter : "BioBLP, a method for learning embeddings on multimodal knowledge graphs...."
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2023-06-07 About
@yoavgo sur Twitter : "searching by description can be very useful, but current embedding models will give you texts that are *similar* to the description, rather than texts that *adhere to it*..."
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2023-05-24 About
Jerry Liu sur Twitter : "To evaluate retrieval-augmented LLM’s, we can compare the query/response/source context to see if they match. We just added this to @gpt_index..."
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2023-04-11 About
Jo Kristian Bergum sur Twitter : "Do GTP embeddings work for our domain?"
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2023-04-07 About
Daniel Vila Suero sur Twitter : "Data quality is key for LLMs, but we're building Open Source LLMs with data of "unknown" quality... Introducing Alpaca GarbageCollector..."
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2023-04-05 About
Alex Olshevsky sur Twitter : "I want to argue that GPT-4 understands, at least sometimes."
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2023-04-04 About
harley turan sur Twitter : "a force-directed knowledge graph interface for @OpenAI’s gpt-4..."
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2023-03-31 About
Jim Fan sur Twitter : "...NVIDIA AI Foundations "
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2023-03-24 About
Jimmy Lin sur Twitter : "GPT-4 and its ilk are awesome for rapid prototyping and one-offs, but at the end of the day, enterprises will deploy far smaller distilled models in production. Here's my contrarian take -" / Twitter
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2023-03-21 About
Andrej Karpathy sur Twitter : "Base LLMs (non-finetuned) make very strong few-shot classifiers. Describe task in English, give few examples, read off the label probabilities on test example. No gradient-based optimization necessary. It brings a cannon to a knife fight but is fast, convenient, strong baseline." / Twitter
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2023-03-19 About
David Chalmers sur Twitter : "what are some new and interesting results about the relative capacities of multimodal models and pure language models... (thinking about "do language models need sensory grounding for meaning and understanding?".)"
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2023-03-15 About
Jim Fan sur Twitter : "GPT-4 is HERE. Most important bits you need to know..."
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2023-03-15 About
Jerry Liu sur Twitter : "A key goal of @gpt_index is to enable end users to ask an LLM *any* questions over their own data..."
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2023-02-27 About
Chau Tran sur Twitter : "Some "in the trenches" learnings from integrating vector search into an enterprise search system..."
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2023-02-17 About
Chelsea Finn sur Twitter : "Not sure how best to use your pre-trained model? Try projecting your features onto a low-dim basis before adding a linear head..."
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2023-02-14 About
Mate Marschalko sur Twitter : "ChatGPT in an iOS Shortcut — I built the World's Smartest HomeKit Voice Assistant #siri #homeautomation #openai #homekit #chatgpt"
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2023-01-23 About
Daniel Vila Suero sur Twitter : "Data annotation powered by vector search and @CohereAI embeddings..."
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2023-01-23 About
Matthew Honnibal sur Twitter : "We've been working on new prodi.gy workflows that let you use the @OpenAI API to kickstart your annotations, via zero- or few-shot learning. ..."
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2022-12-20 About
Martin Görner sur Twitter : "how to make sure a "cow vs. camel" classifier does not end up being a "grass vs. sand" classifier"
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2022-11-14 About
Nils Reimers sur Twitter : "MTEB - Massive Text Embedding Benchmark ..."
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2022-10-17 About
Lewis Tunstall sur Twitter : "The SetFit library for few-shot learning with Sentence Transformers now supports *multi-label text classification*..."
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2022-10-14 About
Ilias Chalkidis sur Twitter : "Exploration of Hierarchical Attention Transformers for Efficient Long Document Classification..."
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2022-10-13 About
OpenAI sur Twitter : "We've trained a neural net called Whisper that approaches human-level robustness and accuracy on English speech recognition..."
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2022-09-25 About
Ramsri Goutham Golla sur Twitter : "how you can extract keywords from any text or document using only sentence transformer vector embeddings?"
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2022-09-06 About
Philip Vollet sur Twitter : "Extracting information from PDFs or scanned documents is still a challenge! Use the @huggingface LayoutLMv3 model and Prodigy..."
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2022-09-02 About
Nils Reimers sur Twitter : "GPL goes multi-lingual..."
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2022-06-01 About
Ramsri Goutham Golla sur Twitter : "Hi @Nils_Reimers For GPL you used "msmarco-distilbert-base-tas-b" model and ..."
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2022-04-27 About
I.A.B sur Twitter : "When we "know the meaning" of a word, what is it that we know? For example, what does knowing the words "dolphin" and "tiger" entail?..."
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2022-04-15 About
Ikuya Yamada sur Twitter : "Is entity representation effective to improve multilingual language models?..."
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2022-04-13 About
Tu Vu sur Twitter : "Enormous LMs like GPT-3 exhibit impressive few-shot performance, but w/ self-training a BERT base sized model can achieve much better results!
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2022-04-13 About
Tengyu Ma sur Twitter : "Pretraining is ≈SoTA for domain adaptation..."
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2022-04-13 About
Leshem Choshen sur Twitter : "Labelled data is scarce, what can we do?..."
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2022-04-06 About
abhishek sur Twitter : "When was the last time you used SVM?"
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2022-04-04 About
Nils Reimers sur Twitter : "Great post on SetFit"
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2022-03-31 About
Thomas Müller sur Twitter : "paper & code of a novel light-weight few-shot model based on sentence embeddings..."
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2022-03-30 About
Studio Ousia sur Twitter : "Now using LUKE is easier than ever!" / Twitter
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2022-03-15 About
Nils Reimers sur Twitter : "Creating intent classes for chatbots is challenging This tutorial shows how to use sentence-transformers to find potentially overlapping intent classes and how to improve your data annotation work." / Twitter
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2022-02-19 About
Nils Reimers sur Twitter : "how to use the fast clustering algorithm from sentence-transformers..."
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2022-02-19 About
Explosion 💥 sur Twitter : "...annotation tool and AutoNLP to train state-of-the-art NLP models!"
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2021-12-30 About
Nils Reimers sur Twitter : "Do dense retrieval models work out-of-the-box for your specific domain? Often the answer was No😢..."
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2021-12-15 About
Andrea Volpini sur Twitter : New blog post on #ContentHub for #Semantic #SEO. How to cluster content using Knowledge Graph Embeddings to detect: ✓ Clusters ✓ Sub-topics ✓ Author's topical authority
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2021-11-16 About
Nils Reimers sur Twitter : "Neural Search for Low Resource Scenarios..."
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2021-10-27 About
Nils Reimers sur Twitter : "How to train state-of-the-art sentence embeddings?"
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2021-06-22 About
Nandan Thakur sur Twitter : "how to create sentence-embeddings when little or zero in-domain training data is available"
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2021-06-03 About
Yann LeCun sur Twitter : "Barlow Twins: a new super-simple self-supervised method to train joint-embedding architectures (aka Siamese nets) non contrastively. "
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2021-05-09 About
Nils Reimers sur Twitter : "SBERT Release v1.1.0"
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2021-04-22 About
Nils Reimers sur Twitter : "New models for Neural Information Retrieval..."
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2021-04-17 About
Rodrigo Nogueira sur Twitter : "Slides of our WSDM 2021 tutorial "Pretrained Transformers for Text Ranking: BERT and Beyond"
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2021-03-09 About
Christopher Dengsø sur Twitter : "The moderation API now detects addresses in addition to other personal details."
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2021-03-09 About
Distill our @huggingface zero-shot classifier with your specified class names
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2021-02-23 About
Pablo Castro sur Twitter : "Random finding of the day for word embeddings: vec("apple")-vec("apples") yields a vector close to ipad, ipod, etc. (apples removes the "fruitness" from apple)
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2020-12-18 About
Chris Mungall sur Twitter : "Reading: OWL2Vec*: Embedding of OWL Ontologies"
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2020-10-07 About
Chengkai Li sur Twitter : "Link prediction methods on knowledge graphs don't work..."
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2020-03-29 About
hardmaru sur Twitter : Legendre Memory Units
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2019-12-11 About
Sebastian Ruder sur Twitter : network embeddings in the biomedical domain. @eurnlp #EurNLP2019
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2019-10-11 About