大模型推理能力

Language Generation with Multi-Hop Reasoning on Commonsense Knowledge Graph

Haozhe Ji, Pei Ke, Shaohan Huang, Furu Wei, Xiaoyan Zhu, Minlie Huang

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.CL

Comments accepted by EMNLP 2020

The Next Era of American Law Amid the Advent of Autonomous AI Legal Reasoning

Lance Eliot

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 20 pages, 8 figures. arXiv admin note: text overlap with arXiv:1802.08722, arXiv:2009.02243, arXiv:2009.11180, arXiv:2008.12615, arXiv:2008.10575, arXiv:2008.09507, arXiv:2008.07743

AI and Legal Argumentation: Aligning the Autonomous Levels of AI Legal Reasoning

Lance Eliot

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 26 pages, 9 figures. arXiv admin note: text overlap with arXiv:2009.02243

An Impact Model of AI on the Principles of Justice: Encompassing the Autonomous Levels of AI Legal Reasoning

Lance Eliot

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 19 pages, 6 figures. arXiv admin note: text overlap with arXiv:2008.10575, arXiv:2008.09507, arXiv:2008.07743

Robustness and Overcoming Brittleness of AI-Enabled Legal Micro-Directives: The Role of Autonomous Levels of AI Legal Reasoning

Lance Eliot

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 21 pages, 8 figures

Multidimensionality of Legal Singularity: Parametric Analysis and the Autonomous Levels of AI Legal Reasoning

Lance Eliot

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 28 pages, 7 figures

Authorized and Unauthorized Practices of Law: The Role of Autonomous Levels of AI Legal Reasoning

Lance Eliot

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 22 pages, 5 figures. arXiv admin note: text overlap with arXiv:2008.07743

Turing Test and the Practice of Law: The Role of Autonomous Levels of AI Legal Reasoning

Lance Eliot

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 24 pages, 6 figures

Artificial Intelligence is stupid and causal reasoning won't fix it

John Mark Bishop

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

An Ontological AI-and-Law Framework for the Autonomous Levels of AI Legal Reasoning

Lance Eliot

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 22 pages, 3 figures

A Simple Approach to Case-Based Reasoning in Knowledge Bases

Rajarshi Das, Ameya Godbole, Shehzaad Dhuliawala, Manzil Zaheer, Andrew McCallum

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.CL

Better Set Representations For Relational Reasoning

Qian Huang, Horace He, Abhay Singh, Yan Zhang, Ser-Nam Lim, Austin Benson

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.LG

Comments Preprint, 17 pages

Efficient Reasoning in Regular Boardgames

Jakub Kowalski, Radosław Miernik, Maksymilian Mika, Wojciech Pawlik, Jakub Sutowicz, Marek Szykuła, Andrzej Tkaczyk

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments IEEE Conference on Games 2020

CNRL at SemEval-2020 Task 5: Modelling Causal Reasoning in Language with Multi-Head Self-Attention Weights based Counterfactual Detection

Rajaswa Patil, Veeky Baths

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.CL

Comments Submitted at SemEval-2020 workshop

User Memory Reasoning for Conversational Recommendation

Hu Xu, Seungwhan Moon, Honglei Liu, Bing Liu, Pararth Shah, Bing Liu, Philip S. Yu

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.CL

Reinforcement Learning with Iterative Reasoning for Merging in Dense Traffic

Maxime Bouton, Alireza Nakhaei, David Isele, Kikuo Fujimura, Mykel J. Kochenderfer

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 6pages, 5 figures

Journal ref IEEE Intelligent Transportation Systems Conference (ITSC) 2020

A Novel Fuzzy Approximate Reasoning Method Based on Extended Distance Measure in SISO Fuzzy System

I. M. Son, S. I. Kwak, U. J. Han, J. H. Pak, M. Han, J. R. Pyon, U. S. Ryu

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 24 pages, 1 figures

Subjective Knowledge and Reasoning about Agents in Multi-Agent Systems

Shikha Singh, Deepak Khemani

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Top k Memory Candidates in Memory Networks for Common Sense Reasoning

Vatsal Mahajan

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments 3 pages

Satisficing Mentalizing: Bayesian Models of Theory of Mind Reasoning in Scenarios with Different Uncertainties

Jan Pöppel, Stefan Kopp

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments This paper is an extended version of the paper "Satisficing Models of Bayesian Theory of Mind for Explaining Behavior of Differently Uncertain Agents" by the same authors, submitted to AAMAS 2018

Reasoning in Highly Reactive Environments

Francesco Pacenza

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments In Proceedings ICLP 2019, arXiv:1909.07646

Journal ref EPTCS 306, 2019, pp. 420-426

Conversational AI : Open Domain Question Answering and Commonsense Reasoning

Kinjal Basu

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments In Proceedings ICLP 2019, arXiv:1909.07646

Journal ref EPTCS 306, 2019, pp. 396-402

BlockPuzzle - A Challenge in Physical Reasoning and Generalization for Robot Learning

Yixiu Zhao, Ziyin Liu

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Five dimensions of reasoning in the wild

Don Perlis

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments minor typos corrected from AAAI version, Proceedings (Blue-Sky track) AAAI-2016, Phoenix AZ

Variable Forgetting in Reasoning about Knowledge

Kaile Su, Abdul Sattar, Guanfeng Lv, Yan Zhang

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Journal ref Journal Of Artificial Intelligence Research, Volume 35, pages 677-716, 2009

Representing and Reasoning With Probabilistic Knowledge: A Bayesian Approach

Marie desJardins

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments Appears in Proceedings of the Ninth Conference on Uncertainty in Artificial Intelligence (UAI1993)

Shadows and Headless Shadows: an Autobiographical Approach to Narrative Reasoning

Ladislau Boloni

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Comments arXiv admin note: substantial text overlap with arXiv:1211.5643

Real-time retrieval for case-based reasoning in interactive multiagent-based simulations

Pierre De Loor, Romain Bénard, Chevaillier Pierre

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.AI

Journal ref Expert Systems with Applications 38, 5 (2011) 5145-5153

A Hybrid Reasoning Model for Indirect Answers

Nancy Green, Sandra Carberry

专题命中 其他推理 ：reasoning(title,abstract)；分类 cs.CL

Comments To appear in Proc. of ACL-94. 8 pages, uuencoded compressed Postscript file; extract with Unix uudecode and uncompress. Contact Author for latex version

When AI Agents Disagree Like Humans: Reasoning Trace Analysis for Human-AI Collaborative Moderation

当AI代理像人类一样产生分歧：用于人机协作 moderation 的推理轨迹分析

Michał Wawer, Jarosław A. Chudziak

专题命中 其他推理 ：reasoning(title,abstract)

AI总结 本文研究AI代理在仇恨言论 moderation 中的分歧模式，通过推理轨迹分析发现分歧结构比幅度更能预测人类判断需求，提出从共识寻求转向不确定性揭示的多代理设计。

Comments Accepted to the ICLR 2026 Workshop on "From Human Cognition to AI Reasoning: Models, Methods, and Applications (HCAIR)