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    Announcement

    Updated CoCoT paper planned for COLM 2026 with new benchmark and fine-tuning results

    A presenter says the update includes results on a multimodal theory-of-mind benchmark and supervised fine-tuning evidence that CoCoT traces can be learned, not just prompted.

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    2 Sources, 10h ago, first seen 10h ago

    TLDR

    On September 30, a presenter said an updated CoCoT paper was headed to COLM 2026. They highlighted new results on a multimodal theory-of-mind benchmark and supervised fine-tuning results they say offer evidence that CoCoT traces can be learned, not just prompted.

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    2 Sources

    @uunicee_1/ Excited to be presenting our updated CoCoT paper at #COLM2026! 🎉 Since our first release, the work has grown substantially: → new results on multimodal Theory-of-Mind benchmark → new SFT results with evidence that CoCoT traces can be learned, not just prompted A quick thread on what’s new 🧵
    @MaartenSapRT @uunicee_: 1/ Excited to be presenting our updated CoCoT paper at #COLM2026! 🎉 Since our first release, the work has grown substantially…

    2 Sources

    @uunicee_1/ Excited to be presenting our updated CoCoT paper at #COLM2026! 🎉 Since our first release, the work has grown substantially: → new results on multimodal Theory-of-Mind benchmark → new SFT results with evidence that CoCoT traces can be learned, not just prompted A quick thread on what’s new 🧵
    @MaartenSapRT @uunicee_: 1/ Excited to be presenting our updated CoCoT paper at #COLM2026! 🎉 Since our first release, the work has grown substantially…