Internet ; Language AND Tweet
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53 Documents
raphaelsrty sur X : "My personal Knowledge Base made to the front page of HackerNews today..."
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2024-03-23 About
Rachit Bansal sur X : "An LLM can be efficiently *composed* with specialized (L)LMs to enable new tasks"
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2024-01-06 About
Maarten Grootendorst sur X : "BERTopic + LLMs + DataMapPlot"
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2024-01-06 About
UKP Lab sur X : "a lightweight solution for few-shot domain-specific sentence classification: AdaSent!..."
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2023-12-09 About
LlamaIndex sur Twitter : "Stop building API connectors - build data agents that can automatically access to ANY API defined with an OpenAPI spec..."
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2023-07-14 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
Peter J. Liu sur Twitter : "RLHF-alternative without RL"
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2023-05-18 About
Jerry Liu sur Twitter : "Tuning top-k for semantic search is challenging... Introducing the LlamaIndex AutoRetriever for vector databases"
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2023-05-13 About
Aran Komatsuzaki sur Twitter : "JaxPruner: A concise library for sparsity research An open-source JAX-based pruning and sparse training library for machine learning research repo"
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2023-04-28 About
Jo Kristian Bergum sur Twitter : "Do GTP embeddings work for our domain?"
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2023-04-07 About
Jo Kristian Bergum sur Twitter : "The movement around connecting LLMs with your data via retrieval augmentation seems to lack a focus on retrieval quality."
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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
Maarten Grootendorst sur Twitter : "The v0.14 release of BERTopic is here. Fine-tune your topic keywords and labels with models from @OpenAI, @huggingface, @CohereAI, @spacy_io, and @LangChainAI... An overview thread"
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2023-02-15 About
Ramsri Goutham Golla sur Twitter : "The most practical open-source competitor to @OpenAI 's GPT-3 is Google's Flan-T5 Here are 5 Flan-T5 resources to try out easily, deploy, or fine-tune it! 🧵" / Twitter
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2023-02-04 About
Shayne Longpre sur Twitter : "What’s the best completely public competitor to #ChatGPT? Flan-T5 beats all public models we tested..."
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2023-02-01 About
François Chollet sur Twitter : "I'm pretty optimistic that the LLM reliability / factualness issue can be fixed. The key is to use LLMs as a dialog interface and not as a store of knowledge..."
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2023-01-24 About
Andrej Karpathy sur Twitter : "Great post (5mo ago) "chinchilla's wild implications" giving context to LLM goldrush shifting from model size to dataset size..."
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2023-01-05 About
elvis sur Twitter : "NEW: Meta AI introduces OPT-IML, a large language model (175B) fine-tuned on 2000 NLP tasks. Uses instruction-tuning to improve zero-shot and few-shot generalization abilities...."
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2022-12-23 About
Akari Asai sur Twitter : "Can we solely rely on LLMs’ memories (eg replace search w ChatGPT)? Probably not... Our analysis shows how retrieval is complementary to LLMs’ parametric knowledge..."
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2022-12-21 About
Alex sur Twitter : "Semantic search: how you can leverage both @CohereAI and @pinecone libraries to quickly build a POC..."
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2022-11-08 About
Stephanie Chan sur Twitter : "Transformer inductive biases..."
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2022-10-14 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
Yi Tay sur Twitter : "Don't retrieve, recite!..."
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2022-10-06 About
AllenNLP sur Twitter : "Dataset: training data for @MetaAI 's No Language Left Behind NLLB-200 models!..."
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2022-08-25 About
Timo Schick sur Twitter : "PEER, a language model trained to incrementally write texts & collaborate w/ humans ..."
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2022-08-25 About
Karl Higley sur Twitter : "Many ANN search tools (e.g. FAISS, ScaNN) allow you to provide multiple points as part of the same query..."
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2022-08-20 About
Chris Olah sur Twitter : "I'm excited to *finally* be making progress on understanding the first MLP layer in large transformer LMs. I've tried really hard and prior to SoLU had little success." / Twitter
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2022-06-27 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
Devendra Singh Sachan sur Twitter : "...Unsupervised Passage Re-ranker (UPR), an approach to re-rank retrieved passages for information retrieval tasks."
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2022-04-18 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
Nils Reimers sur Twitter : "Great post on SetFit"
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2022-03-31 About
Jason Weston sur Twitter : "SeeKeR: An open source search-augmented language model"
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2022-03-25 About
Studio Ousia sur Twitter : "Now using LUKE is easier than ever!" / Twitter
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2022-03-15 About
Andrew Trask about large language models: The "bigness" is a temporary flaw, not a permanent feature of progress"
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2022-03-13 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
Anthropic sur Twitter : "a mathematical framework for trying to reverse engineer transformer language models..."
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2021-12-23 About
Omer Levy sur Twitter : "What if I told you that fine-tuning T5-Large (0.8B params) on a couple hundred examples could outperform GPT-3 (175B params) on a bunch of tasks?"
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2021-10-13 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
Hugging Face sur Twitter : "Transformers release of the Retrieval-Augmented Generation model in collaboration with @facebookai!"
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2021-02-23 About
elvis sur Twitter : "Today I kept thinking about the machine learning / NLP / deep learning related blog posts (not papers) that have been transformational for me..."
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2020-12-22 About
FP Servant sur Twitter : "constructing a personal knowledge graph as a support for learning (and a metaphor of the learning experience)..."
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2020-12-03 About
Guillaume Lample sur Twitter : "Last year, we showed that you can outperform a 24-layer transformer in language modeling with just...
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2020-10-10 About
Patrick von Platen sur Twitter : "Today, @huggingface is the start of our Reformer series..."
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2020-06-29 About
Sebastian Riedel sur Twitter : Happy to introduce BLINK, the @facebookai open-source entity linker!...
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2020-05-02 About
Martynas Jusevicius sur Twitter : "Is there a solution for entity recognition that would use a local #KnowledgeGraph to look for matches? Ideally any SPARQL datasource..."
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2020-03-13 About
Hugging Face sur Twitter : DistilBERT-cased for Question Answering w/ just 3 lines of javascript
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2020-02-14 About
Nandana Mihindukulasooriya sur Twitter : "I wonder if there is a service for disambiguation and entity linking for @wikidata where I can pass a text and get Wikidata entities mentioned in it!
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2019-07-13 About