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Showing papers from J.P. Morgan Chase Show all papers

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NeurIPS 2026ImperialImperial College LondonImperial CollegeJ.P. Morgan ChaseLLM reasoning & chain of thought

Neurosymbolic Learning for Inference-Time Argumentation

ITA is a neurosymbolic framework that trains LLMs to generate scored arguments for ternary claim verification, yielding predictions faithfully computed from explicit argument structures.

Gabriel Freedman, Adam Dejl, Adam Gould, Mansi - and 3 more

Paris Poster Session 4, Thu, Dec 10, 5:30 PM–7:30 PM, Paris Poster Hall · Published 2026

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10/20 AI panelreviewers recommend it

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AI panel: 10 of 20 reviewers recommend it
lenient 5/5
medium 4/10
strict 1/5
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NeurIPS 2026U California, Santa BarbaraJohns HopkinsThe Chinese University of Hong KNUS, CMUU Southern CaliforniaAgent memory

WorldMemArena: Evaluating Multimodal Agent Memory Through Action–World Interaction

WorldMemArena evaluates multimodal agent memory through an action-world loop, showing writing and storage improvements do not guarantee performance and harness-based memory remains costly and unreliable.

Chengzhi Liu, Yuzhe YANG, Sophia Xiao Pu, Yepeng Liu and 15 more

Sydney Poster Session 3, Wed, Dec 9, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026 · ▲ 13 on Hugging Face · Code ★ 29

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16/20 AI panelreviewers recommend it

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AI panel: 16 of 20 reviewers recommend it
lenient 5/5
medium 8/10
strict 3/5
91%Must read
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NeurIPS 2026J.P. Morgan ChaseJPMorganChaseHallucination & factuality

Entropy Distribution as a Fingerprint for Hallucinations in Generative Models

Token-level entropy distributions fingerprint hallucinations, and the single-pass Calibrated Entropy Score achieves multi-pass detection accuracy with formal guarantees.

Mattia Jacopo Villani, Pranav Deshpande, Akshay Seshadri, Romina Yalovetzky and 1 more

Atlanta Poster Session 4, Thu, Dec 10, 4:30 PM–7:30 PM, Hall C1 · Published 2026

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18/20 AI panelreviewers recommend it

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AI panel: 18 of 20 reviewers recommend it
lenient 5/5
medium 10/10
strict 3/5