Hellisotherpeople/CX_DB8
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a contextual, biasable, word-or-sentence-or-paragraph extractive summarizer powered by the latest in text embeddings (Bert, Universal Sentence Encoder, Flair)
14 mentions on Hacker News by 1 person: 2 stories, 12 comments · first 2019-06-04 · latest 2025-01-23
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…We've always known that highlighting and citations are important to ground models - and people. https://github.com/Hellisotherpeople/CX_DB8 https://github.com/neuml/annotateai
comment by Der_Einzige · 2025-01-23 · in Citations on the Anthropic API -
…My life work is dedicated to one day solving the problems I tried to fix with this project: https://github.com/Hellisotherpeople/CX_DB8
comment by Der_Einzige · 2024-02-05 · in Ask HN: What have you built with LLMs? -
…NLP career - see DebateSum: https://huggingface.co/datasets/Hellisotherpeople/DebateSum and CX_DB8: https://github.com/Hellisotherpeople/CX_DB8 ) For those who are interested in the intersection of AI and Debate Evidence, there's a lot…
comment by Der_Einzige · 2023-07-31 · in Critical theory is radicalizing high school debate -
…correct extractive text summarizer (AKA: The way most people actually summarize documents) - https://github.com/Hellisotherpeople/CX_DB8 I will try to implement this with the necessary changes to actually make this work properly, where…
comment by Der_Einzige · 2023-07-17 · in Copy is all you need -
Is there any path forward to make Haystack do word-level extractive summarization? e.g. like this: https://github.com/Hellisotherpeople/CX_DB8 or like this: https://huggingface.co/spaces/Hellisotherpeople/Unsupervised... I am trying to…
comment by Der_Einzige · 2021-12-09 · in Haystack 1.0 – open-source NLP framework to build NLProc back end applications -
…settings) performs unsupervised key phrase extraction using language models. It is available here: https://github.com/Hellisotherpeople/CX_DB8 It seems that it would be very useful to you. Like most data science code, it's non-trivial to…
comment by Der_Einzige · 2020-09-04 · in 100 NLP Papers -
…of documents which is in principle very similar to what is going on here ( https://github.com/Hellisotherpeople/CX_DB8 ). For awhile, I had a hosted, web accessible version of this system available to make it easy to show it off to i
comment by Der_Einzige · 2020-08-25 · in Show HN: Shift-Ctrl-F: Search a webpage with natural language and TensorFlowJS -
From the moment that I tried my hand at making a queryable summarizer ( https://github.com/Hellisotherpeople/CX_DB8 ) I've been obsessed with the field and love to see innovation like this happening. They found a way to get grammatically…
comment by Der_Einzige · 2020-06-02 · in NSTM: Real-Time Query-Driven News Overview Composition at Bloomberg -
…My (failed) attempt to build what I was actually looking for: https://github.com/Hellisotherpeople/CX_DB8
comment by Der_Einzige · 2020-04-01 · in Recipes for automatic text summarization using Google BERT and Microsoft UniLM -
…summarizer with a CLI (supporting all major language models like GPT-2) is also available here: https://github.com/Hellisotherpeople/CX_DB8 I love reading about how 0x65.dev is dealing with issues I've ran into. Trying to index large…
comment by Der_Einzige · 2019-12-07 · in Indexing Billions of Text Vectors -
…of word embeddings to run a modified queryable text rank on. This leads to SOTA text extraction. https://github.com/Hellisotherpeople/CX_DB8 CX_DB8 also supports word and sentence level extraction. I plan on adding paragraph extraction in…
comment by Der_Einzige · 2019-07-28 · in Show HN: TLDR This – Auto summarize any article or webpage in a click -
…to support all of this. Mostly aimed at the competitive debate community but anyone can use it. https://github.com/Hellisotherpeople/CX_DB8 Hopefully you'll see my paper about this in EMNLP 2019 System Demos...
comment by Der_Einzige · 2019-07-28 · in Show HN: TLDR This – Auto summarize any article or webpage in a click