Artificial Intelligence: Difference between revisions
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== Vectors are not just for graphics == | == Vectors are not just for graphics == | ||
[[Svg|SVG]] is cool for graphics. But vectors aren't just for graphics. | [[Svg|SVG]] is cool for graphics. But [[vectors]] aren't just for graphics. | ||
The [https://vectors.nlpl.eu/ Nordic Language Processing Laboratory], [https://www.mn.uio.no/ifi/english/research/groups/ltg/ Language Technology Group] at the University of Oslo, Norway publishes their research tools which help visualize how word vectors work in LLMs For instance, here's the [https://vectors.nlpl.eu/explore/embeddings/en/MOD_enwiki_upos_skipgram_300_2_2021/cat_NOUN/ vector for cat] showing word relationships using '''English Wikipedia''' as the training corpus. (Click the link that says "Show the raw vector" to see the full numerical word vector). | The [https://vectors.nlpl.eu/ Nordic Language Processing Laboratory], [https://www.mn.uio.no/ifi/english/research/groups/ltg/ Language Technology Group] at the University of Oslo, Norway publishes their research tools which help visualize how word vectors work in LLMs For instance, here's the [https://vectors.nlpl.eu/explore/embeddings/en/MOD_enwiki_upos_skipgram_300_2_2021/cat_NOUN/ vector for cat] showing word relationships using '''English Wikipedia''' as the training corpus. (Click the link that says "Show the raw vector" to see the full numerical word vector). | ||