大模型推理能力 - arXivDaily 专题

2005.06247 2020-05-14 cs.LG stat.ML 57%

Explainable Reinforcement Learning: A Survey

Erika Puiutta, Eric MSP Veith

专题命中复杂问题求解：reasoning(abstract)；分类 cs.LG

Comments 20 pages, 8 figures, 2 tables; submitted to CD-MAKE 2020

2004.07879 2020-04-20 cs.AI cs.CV 57%

Symmetry as an Organizing Principle for Geometric Intelligence

Snejana Sheghava, Ashok Goel

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments 11 pages, 12 figures

2004.06753 2020-04-16 cs.CL 57%

A Simple Yet Strong Pipeline for HotpotQA

Dirk Groeneveld, Tushar Khot, Mausam, Ashish Sabharwal

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL

1911.00997 2019-12-10 cs.LG cs.CV cs.MA cs.RO stat.ML 57%

Multiple Futures Prediction

Yichuan Charlie Tang, Ruslan Salakhutdinov

专题命中复杂问题求解：planning(abstract)；分类 cs.LG

Comments In proceedings of NeurIPS 2019, Vancouver, British Columbia, Canada

1911.04361 2019-11-12 cs.CL 57%

Attending to Entities for Better Text Understanding

Pengxiang Cheng, Katrin Erk

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL

Comments Accepted at AAAI 2020

1910.07000 2019-10-17 cs.CL 57%

Answering Complex Open-domain Questions Through Iterative Query Generation

Peng Qi, Xiaowen Lin, Leo Mehr, Zijian Wang, Christopher D. Manning

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL

Comments EMNLP-IJCNLP 2019. Xiaowen Lin, Leo Mehr, and Zijian Wang contributed equally. GitHub: https://github.com/qipeng/golden-retriever

1905.06290 2019-10-15 cs.CL 57%

A Surprisingly Robust Trick for Winograd Schema Challenge

Vid Kocijan, Ana-Maria Cretu, Oana-Maria Camburu, Yordan Yordanov, Thomas Lukasiewicz

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL

Comments Appeared as part of the ACL 2019 conference

1909.04925 2019-09-12 cs.CL cs.IR 57%

How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations

Betty van Aken, Benjamin Winter, Alexander Löser, Felix A. Gers

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL

Comments Accepted at CIKM 2019

1906.07809 2019-06-20 cs.AI 57%

Declarative Learning-Based Programming as an Interface to AI Systems

Parisa Kordjamshidi, Dan Roth, Kristian Kersting

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

1905.12877 2019-05-31 cs.AI 57%

Using Restart Heuristics to Improve Agent Performance in Angry Birds

Tommy Liu, Jochen Renz, Peng Zhang, Matthew Stephenson

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments To appear: IEEE Conference on Games 2019

1903.02183 2019-03-07 cs.AI stat.ML 57%

Synthesizing Chemical Plant Operation Procedures using Knowledge, Dynamic Simulation and Deep Reinforcement Learning

Shumpei Kubosawa, Takashi Onishi, Yoshimasa Tsuruoka

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments Proceedings of the SICE Annual Conference 2018 (pp.1376-1379)

1810.03717 2018-10-10 cs.CL 57%

Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games

Judy Hanwen Shen, Matthias Hofer, Bjarke Felbo, Roger Levy

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL

Comments Conference on Computational Natural Language Learning (CoNLL) 2018

1809.08751 2018-09-25 cs.AI 57%

Interactions as Social Practices: towards a formalization

Frank Dignum

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

1809.04262 2018-09-13 cs.LG cs.IR stat.ML 57%

Extracting Fairness Policies from Legal Documents

Rashmi Nagpal, Chetna Wadhwa, Mallika Gupta, Samiulla Shaikh, Sameep Mehta, Vikram Goyal

专题命中复杂问题求解：reasoning(abstract)；分类 cs.LG

1807.06103 2018-07-18 cs.MA cs.AI q-bio.PE 57%

An agent-based model of an endangered population of the Arctic fox from Mednyi Island

Angelina Brilliantova, Anton Pletenev, Liliya Doronina, Hadi Hosseini

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments The AI for Wildlife Conservation (AIWC) Workshop at IJCAI 2018

1807.04178 2018-07-12 cs.CR cs.AI 57%

Explainable Security

Luca Viganò, Daniele Magazzeni

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments 1 figure, IJCAI/ECAI 2018 Workshop on Explainable Artificial Intelligence (XAI)

1806.01822 2018-06-29 cs.LG stat.ML 57%

Relational recurrent neural networks

Adam Santoro, Ryan Faulkner, David Raposo, Jack Rae, Mike Chrzanowski, Theophane Weber, Daan Wierstra, Oriol Vinyals, Razvan Pascanu, Timothy Lillicrap

专题命中复杂问题求解：reasoning(abstract)；分类 cs.LG

1806.00352 2018-06-04 cs.AI 57%

Too Fast Causal Inference under Causal Insufficiency

Mieczysław A. Kłopotek

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments 40 pages. arXiv admin note: text overlap with arXiv:1705.10308

1711.06517 2018-05-23 cs.AI 57%

Wikipedia for Smart Machines and Double Deep Machine Learning

Moshe BenBassat

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments 10 pages, 2 Figures

1707.06959 2017-07-24 cs.AI 57%

A Framework for Easing the Development of Applications Embedding Answer Set Programming

Francesco Calimeri, Davide Fuscà, Stefano Germano, Simona Perri, Jessica Zangari

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

1612.09596 2017-01-02 stat.AP cs.LG stat.ML 57%

Counterfactual Prediction with Deep Instrumental Variables Networks

Jason Hartford, Greg Lewis, Kevin Leyton-Brown, Matt Taddy

专题命中复杂问题求解：reasoning(abstract)；分类 cs.LG

1604.05535 2016-12-12 cs.AI 57%

The SP theory of intelligence and the representation and processing of knowledge in the brain

J Gerard Wolff

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Journal ref Frontiers in Psychology, 7, 1584, 2016

1605.05950 2016-05-20 cs.AI 57%

Interactive Debugging of Knowledge Bases

Patrick Rodler

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments Ph.D. Thesis, Alpen-Adria Universität Klagenfurt

1601.03348 2016-02-02 cs.CL 57%

EvoGrader: an online formative assessment tool for automatically evaluating written evolutionary explanations

Kayhan Moharreri, Minsu Ha, Ross H Nehm

专题命中复杂问题求解：reasoning(abstract)；分类 cs.CL

Journal ref Evolution: Education and Outreach, vol. 7, pp. 1-14, 2014

1601.00669 2016-01-06 cs.AI 57%

Artwork creation by a cognitive architecture integrating computational creativity and dual process approaches

Agnese Augello, Ignazio Infantino, Antonio Lieto, Giovanni Pilato, Riccardo Rizzo, Filippo Vella

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments 30 pages, 8 figures, to appear in Biologically Inspired Cognitive Architectures 2016

1409.1170 2014-09-16 cs.AI 57%

Hybrid Systems Knowledge Representation Using Modelling Environment System Techniques Artificial Intelligence

Kamran Latif

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

1111.0065 2011-11-02 cs.AI 57%

Communication-Based Decomposition Mechanisms for Decentralized MDPs

Claudia V. Goldman, Shlomo Zilberstein

专题命中复杂问题求解：planning(abstract)；分类 cs.AI

Journal ref Journal Of Artificial Intelligence Research, Volume 32, pages 169-202, 2008

1106.4871 2011-06-27 cs.AI 57%

An Architectural Approach to Ensuring Consistency in Hierarchical Execution

J. E. Laird, R. E. Wray

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Journal ref Journal Of Artificial Intelligence Research, Volume 19, pages 355-398, 2003

1104.1477 2011-04-11 cs.HC cs.AI cs.MA 57%

An Agent-based Architecture for a Knowledge-work Support System

Arijit Laha

专题命中复杂问题求解：reasoning(abstract)；分类 cs.AI

Comments 8 pages, ACM Compute 2011, Bangalore, India

2409.19006 2024-10-15 cs.CL cs.AI cs.LG 56%

Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis

Sakhinana Sagar Srinivas, Vijay Sri Vaikunth, Venkataramana Runkana

专题命中复杂问题求解：分类 cs.CL、cs.AI、cs.LG；reasoning(comments)

Comments Accepted at Workshop on Open-World Agents (OWA-NeurIPS 2024) : Synergizing Reasoning and Decision-Making in Open-World Environments

1. 复杂问题求解 5035 篇

Explainable Reinforcement Learning: A Survey

Symmetry as an Organizing Principle for Geometric Intelligence

A Simple Yet Strong Pipeline for HotpotQA

Multiple Futures Prediction

Attending to Entities for Better Text Understanding

Answering Complex Open-domain Questions Through Iterative Query Generation

A Surprisingly Robust Trick for Winograd Schema Challenge

How Does BERT Answer Questions? A Layer-Wise Analysis of Transformer Representations

Declarative Learning-Based Programming as an Interface to AI Systems

Using Restart Heuristics to Improve Agent Performance in Angry Birds

Synthesizing Chemical Plant Operation Procedures using Knowledge, Dynamic Simulation and Deep Reinforcement Learning

Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games

Interactions as Social Practices: towards a formalization

Extracting Fairness Policies from Legal Documents

An agent-based model of an endangered population of the Arctic fox from Mednyi Island

Explainable Security

Relational recurrent neural networks

Too Fast Causal Inference under Causal Insufficiency

Wikipedia for Smart Machines and Double Deep Machine Learning

A Framework for Easing the Development of Applications Embedding Answer Set Programming

Counterfactual Prediction with Deep Instrumental Variables Networks

The SP theory of intelligence and the representation and processing of knowledge in the brain

Interactive Debugging of Knowledge Bases

EvoGrader: an online formative assessment tool for automatically evaluating written evolutionary explanations

Artwork creation by a cognitive architecture integrating computational creativity and dual process approaches

Hybrid Systems Knowledge Representation Using Modelling Environment System Techniques Artificial Intelligence

Communication-Based Decomposition Mechanisms for Decentralized MDPs

An Architectural Approach to Ensuring Consistency in Hierarchical Execution

An Agent-based Architecture for a Knowledge-work Support System

Towards Automated Patent Workflows: AI-Orchestrated Multi-Agent Framework for Intellectual Property Management and Analysis