Squared English Word: A Method of Generating Glyph to Use Super Characters for Sentiment Analysis (2019 · 15 citations)
Super Characters classifies text by rendering it as an image and passing that image to a 2D-CNN. The method fits scripts such as Chinese, Japanese and Korean, where each character is already a square glyph. English is harder because a word is a run of letters of varying length. This paper introduces SEW (Squared…
ImpRIF: Stronger Implicit Reasoning Leads to Better Complex Instruction Following (2026)
Large language models often fail on instructions whose real requirements are hidden. A constraint may only become concrete after the model recalls a fact, does some arithmetic, or checks a condition, for example a list whose length must match how many brains an octopus has. ImpRIF addresses this gap. The authors…

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Updated 2 November 2026