Tweet AND Knowledge bases
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42 Documents
raphaelsrty sur X : "My personal Knowledge Base made to the front page of HackerNews today..."
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2024-03-23 A propos
Krista Opsahl-Ong sur X : "Got a pipeline with **multiple prompts**, like a DSPy program? ... Introducing MIPRO, a Multi-prompt Instruction Proposal Optimizer...."
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2024-03-09 A propos
Omar Khattab sur X : "ColBERT in 81 languages by generalizing from English training! ..."
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2024-02-28 A propos
Omar Khattab sur X : "A thread on late interaction, how it works efficiently, and why/where it's been shown to improve quality"
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2024-02-05 A propos
Craig Macdonald sur X : "a thread of our main ColBERT research findings"
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2024-02-01 A propos
Jo Kristian Bergum sur X : (on "why using ColBERT?")
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2024-01-28 A propos
Omar Khattab sur X : "...Let's use 30 lines of DSPy—without any hand-written prompts or any calls to OpenAI ($0)—to teach..."
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2024-01-01 A propos
Omar Khattab sur X : "A🧵on beating the hardware lottery for retrieval: the internals of the late interaction stack. ColBERT..."
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2023-12-29 A propos
Omar Khattab sur X : "This isn't the main point of this great new paper by @sophiaalthammer et al. But it's incredible how ColBERT at 1000 training queries is better than DPR trained at *50,000* queries!"
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2023-09-14 A propos
Omar Khattab sur X : "Announcing 𝗗𝗦𝗣y..."
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2023-08-24 A propos
Jerry Liu on X: “Graph RAG” in @llama_index: a new method of augmenting LLMs with context from a graph database
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2023-08-17 A propos
Jerry Liu sur Twitter : "The DSP project carries a lot of insights for improving RAG..."
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2023-06-18 A propos
Jerry Liu sur Twitter : "LLMs + knowledge graphs backed by a graph db (@NebulaGraph). New stack for retrieval-augmented generation. Now possible with @llama_index..."
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2023-06-09 A propos
Daniel Daza sur Twitter : "BioBLP, a method for learning embeddings on multimodal knowledge graphs...."
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2023-06-07 A propos
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 A propos
harley turan sur Twitter : "a force-directed knowledge graph interface for @OpenAI’s gpt-4..."
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2023-03-31 A propos
deepset sur Twitter : " Generative models have taken the world of NLP by storm. But LLMs do not know about your personal data. This makes personal assistants, enterprise knowledge management and many other applications challenging. Retrieval augmented pipelines are the answer"
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2023-02-02 A propos
fly51fly sur Twitter : "REPLUG: Retrieval-Augmented Black-Box Language Models..."
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2023-01-31 A propos
Omar Khattab sur Twitter : "New features in 𝗖𝗼𝗹𝗕𝗘𝗥𝗧 ‣ Index Updater. Simple API to add/remove documents..."
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2023-01-30 A propos
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 A propos
Uri Alon sur Twitter : "K-nearest neighbors language models (kNN-LMs; @ukhndlwl et al., ICLR'2020) improve the perplexity of standard LMs... Why?"
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2023-01-11 A propos
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 A propos
Marcel Fröhlich sur Twitter : what enterprise knowledge graphs are about..."
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2022-11-15 A propos
Yi Tay sur Twitter : "Don't retrieve, recite!..."
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2022-10-06 A propos
David Chapman sur Twitter : "AI labs should compete to build the smallest possible language models, which “know” as little as possible..."
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2022-10-01 A propos
Michael Galkin sur Twitter : "GraphGPS is now accepted at #NeurIPS2022..."
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2022-09-15 A propos
Tara Safavi sur Twitter : "CascadER, a new knowledge graph (KG) link prediction method leveraging structured relations + unstructured text..."
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2022-07-07 A propos
Ikuya Yamada sur Twitter : "Is entity representation effective to improve multilingual language models?..."
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2022-04-13 A propos
Jason Weston sur Twitter : "SeeKeR: An open source search-augmented language model"
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2022-03-25 A propos
Studio Ousia sur Twitter : "Now using LUKE is easier than ever!" / Twitter
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2022-03-15 A propos
Yosi Shamay sur Twitter : "a new platform for rapid ad-hoc knowledgebase construction using extractive search...."
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2022-02-22 A propos
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 A propos
Hugging Face sur Twitter : "Transformers release of the Retrieval-Augmented Generation model in collaboration with @facebookai!"
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2021-02-23 A propos
Pablo Castro sur Twitter : "Knowledge mining using the knowledge store feature of #AzureSearch"
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2020-12-19 A propos
Drew Tada sur Twitter : "Officially launching giantgra.ph A search engine for knowledge graphs..."
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2020-12-10 A propos
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 A propos
Patrick OShaughnessy sur Twitter : "Other than @RoamResearch, who is doing interesting work in knowledge databases?..."
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2020-05-24 A propos
Peter Bloem sur Twitter : "One of the messages from Ruffinelli et al 2020..."
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2020-05-19 A propos
Sebastian Riedel sur Twitter : Happy to introduce BLINK, the @facebookai open-source entity linker!...
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2020-05-02 A propos
Chengkai Li sur Twitter : "Link prediction methods on knowledge graphs don't work..."
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2020-03-29 A propos
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 A propos
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 A propos