Slide 4
Slide 4 text
#distributional hypothesis #word embedding
Ծઆʹجͮ͘୯ޠຒΊࠐΈͷݶք
ʮͤʯͱʮ൵͠ΈʯͷϖΞ͕ʮͤʯͱʮتͼʯͷϖΞΑΓྨࣅ
͕ߴ͘ͳΔɺͳͲײʹ͢Δྨࣅ͕ಘΒΕΔ͜ͱ͋ΓɺλεΫ
͝ͱʹ୯ޠຒΊࠐΈΛௐ͢Δඞཁ͕͋Δ
The Distributional Hypothesis is that words that occur in the
same contexts tends to have similar meanings [Harris, 1954].
ࣅͨจ຺Ͱසൟʹग़ݱ͢Δ୯ޠಉ࢜ҙຯతʹྨࣅ͍ͯ͠Δͱߟ͑ͯɺ
ຒΊࠐΈۭؒͰۙ͘ͳΔͱ͍͏Ծઆ
୯ޠͷҙຯΛܾΊΔͨΊͷҰͭͷํ๏ͱͯ͠ɺԾઆ͕͋Δɻ
౷ܭతʹ୯ޠͷҙຯΛಘΔͨΊͷํ๏ͰɺXPSEWFDͷΑ͏ͳਪ
ϕʔεͷϞσϧ୯ʹ౷ܭใΛ࣍ݩݮ͢ΔΧϯτϕʔεͷख๏
͋Δ