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    Introspective Diffusion Language Models set for a COLM 2026 oral spotlight on October 8

    A project researcher says introspective consistency helps diffusion language models match autoregressive quality while keeping fast parallel decoding.

    James ZouJZ
    Chenfeng_XCH
    2 Sources, ,

    TLDR

    A project researcher announced that β€œIntrospective Diffusion Language Models” will be presented as an oral spotlight at COLM 2026 on October 8, from 4:15 to 4:30 p.m. PDT. The researcher says introspective consistency helps diffusion language models match autoregressive quality while keeping fast parallel decoding.

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    2 Sources, first seen 41m ago

    Combined views

    493

    2 Sources, first seen 41m ago

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    41m ago
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    2 Sources

    Chenfeng_X@Chenfeng_XOur I-DLM work will be presented as an Oral Spotlight at #COLM2026 this Thursday! πŸŽ‰ πŸ“ Introspective Diffusion Language Models πŸ—“ Thu, Oct 8 4:15–4:30 PM PDT at Grand Ballroom Come join us to see how introspective consistency helps DLMs match AR quality while keeping fast parallel decoding. πŸš€ Amazing work with @Yifan_YYU , Yuqing Jian, @_junxiong_wang , @ZhongzhuZhou, @Donglin07326431 , Xinyu Fang, @srivyanamandra, @XiaoxiaWShirley , @QingyangWu1, @Leon75421958, @tri_dao, @ben_athi, @james_y_zou, Fan Lai, see you at COLM! Happy to chat more about Diffusion Language Model :)1h
    James Zou@james_y_zouRT @Chenfeng_X: Our I-DLM work will be presented as an Oral Spotlight at #COLM2026 this Thursday! πŸŽ‰ πŸ“ Introspective Diffusion Language Mod…1h
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    2 Sources

    Chenfeng_X@Chenfeng_XOur I-DLM work will be presented as an Oral Spotlight at #COLM2026 this Thursday! πŸŽ‰ πŸ“ Introspective Diffusion Language Models πŸ—“ Thu, Oct 8 4:15–4:30 PM PDT at Grand Ballroom Come join us to see how introspective consistency helps DLMs match AR quality while keeping fast parallel decoding. πŸš€ Amazing work with @Yifan_YYU , Yuqing Jian, @_junxiong_wang , @ZhongzhuZhou, @Donglin07326431 , Xinyu Fang, @srivyanamandra, @XiaoxiaWShirley , @QingyangWu1, @Leon75421958, @tri_dao, @ben_athi, @james_y_zou, Fan Lai, see you at COLM! Happy to chat more about Diffusion Language Model :)1h
    James Zou@james_y_zouRT @Chenfeng_X: Our I-DLM work will be presented as an Oral Spotlight at #COLM2026 this Thursday! πŸŽ‰ πŸ“ Introspective Diffusion Language Mod…1h