Top Tweets for #UnknownState
We did not merely train an LLM to abstain.
We trained it to preserve an unresolved state, identify exactly what remains unresolved, and infer the evidence required to resolve it.
#LLM #AIResearch #Reasoning #LoRA #Abstention #UnknownState #EvidenceReasoning #ProjectNOEMA
Project NOEMA 論文 v1.0 公開しました📘✨
不完全情報下でLLMが
・UNKNOWNを保持
・未確定条件を特定
・必要Evidenceを逆算
・Evidence更新後に再評価
する認識状態制御をQwen3-14B / Llama3.2-11Bで検証。
英語版・日本語版収録。
DOI: https://t.co/6cT03GDAWj
#ProjectNOEMA #LLM #AIResearch
No haikus this week
Car was totaled by some prick
Who then just drove off
#haiku #HitAndRun #7622GK #unknownstate
#heavydutytrucking
How bout a little love for the North Dakota high school state hawkey tourney @Buccigross ?? #unknownstate

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