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Publication search results
found 151 matches
- 2024
- Duligur Ibeling, Thomas Icard, Krzysztof Mierzewski, Milan Mossé:
Probing the quantitative-qualitative divide in probabilistic reasoning. Ann. Pure Appl. Log. 175(9): 103339 (2024) - Michael Krumdick, Rik Koncel-Kedziorski, Viet Dac Lai, Varshini Reddy, Charles Lovering, Chris Tanner:
BizBench: A Quantitative Reasoning Benchmark for Business and Finance. ACL (1) 2024: 8309-8332 - Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng:
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data. ACL (Findings) 2024: 9215-9235 - Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen:
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception. ICDE 2024: 789-802 - Jin Peng Zhou, Charles Staats, Wenda Li, Christian Szegedy, Kilian Q. Weinberger, Yuhuai Wu:
Don't Trust: Verify - Grounding LLM Quantitative Reasoning with Autoformalization. ICLR 2024 - Xinyue Liang, Jiawei Li, Yizhe Yang, Yang Gao:
Bit_numeval at SemEval-2024 Task 7: Enhance Numerical Sensitivity and Reasoning Completeness for Quantitative Understanding. SemEval@NAACL 2024: 1830-1841 - Zied Bouraoui, Srdjan Vesic:
Symbolic and Quantitative Approaches to Reasoning with Uncertainty - 17th European Conference, ECSQARU 2023, Arras, France, September 19-22, 2023, Proceedings. Lecture Notes in Computer Science 14294, Springer 2024, ISBN 978-3-031-45607-7 [contents] - Xiao Liu, Zirui Wu, Xueqing Wu, Pan Lu, Kai-Wei Chang, Yansong Feng:
Are LLMs Capable of Data-based Statistical and Causal Reasoning? Benchmarking Advanced Quantitative Reasoning with Data. CoRR abs/2402.17644 (2024) - Jin Peng Zhou, Charles Staats, Wenda Li, Christian Szegedy, Kilian Q. Weinberger, Yuhuai Wu:
Don't Trust: Verify - Grounding LLM Quantitative Reasoning with Autoformalization. CoRR abs/2403.18120 (2024) - Chris Chen, Annabelle McIver, Carroll Morgan:
Source-level reasoning for quantitative information flow. CoRR abs/2405.13416 (2024) - Matteo Capucci:
On Quantifiers for Quantitative Reasoning. CoRR abs/2406.04936 (2024) - 2023
- Suguman Bansal:
Automata-Based Quantitative Reasoning. ACM SIGLOG News 10(3): 4-19 (2023) - Lucas Rizzo:
ArgFrame: A multi-layer, web, argument-based framework for quantitative reasoning. Softw. Impacts 17: 100547 (2023) - Yanzhu Liu, Ying Sun, Joo-Hwee Lim:
Counterfactual Dynamics Forecasting - a New Setting of Quantitative Reasoning. AAAI 2023: 1764-1771 - Armineh Nourbakhsh, Sameena Shah, Carolyn P. Rosé:
Using counterfactual contrast to improve compositional generalization for multi-step quantitative reasoning. ACL (1) 2023: 14930-14943 - Atul Rawal, James McCoy, Adrienne Raglin, Danda B. Rawat:
A Quantitative Comparison of Causality and Feature Relevance via Explainable AI (XAI) for Robust, and Trustworthy Artificial Reasoning Systems. HCI (40) 2023: 274-285 - Johannes Klaus Fichte, Markus Hecher, Yasir Mahmood, Arne Meier:
Quantitative Reasoning and Structural Complexity for Claim-Centric Argumentation. IJCAI 2023: 3212-3220 - Duligur Ibeling, Thomas Icard, Krzysztof Mierzewski, Milan Mossé:
Probing the Quantitative-Qualitative Divide in Probabilistic Reasoning. CoRR abs/2307.05659 (2023) - Rik Koncel-Kedziorski, Michael Krumdick, Viet Dac Lai, Varshini Reddy, Charles Lovering, Chris Tanner:
BizBench: A Quantitative Reasoning Benchmark for Business and Finance. CoRR abs/2311.06602 (2023) - Yuncheng Huang, Qianyu He, Jiaqing Liang, Sihang Jiang, Yanghua Xiao, Yunwen Chen:
Enhancing Quantitative Reasoning Skills of Large Language Models through Dimension Perception. CoRR abs/2312.17532 (2023) - 2022
- Nils Bulling, Valentin Goranko:
Combining quantitative and qualitative reasoning in concurrent multi-player games. Auton. Agents Multi Agent Syst. 36(1): 2 (2022) - Linpeng Zhang, Benjamin Lucien Kaminski:
Quantitative strongest post: a calculus for reasoning about the flow of quantitative information. Proc. ACM Program. Lang. 6(OOPSLA1): 1-29 (2022) - Nils Bulling, Valentin Goranko:
Combining Quantitative and Qualitative Reasoning in Concurrent Multi-player Games. AAMAS 2022: 1926-1928 - Emmanuelle Dietz, Johannes Klaus Fichte, Florim Hamiti:
A Quantitative Symbolic Approach to Individual Human Reasoning. CogSci 2022 - Armineh Nourbakhsh, Cathy Jiao, Sameena Shah, Carolyn P. Rosé:
Improving compositional generalization for multi-step quantitative reasoning in question answering. EMNLP 2022: 1916-1932 - Jazon Szabo, Jose M. Such, Natalia Criado, Sanjay Modgil:
Integrating Quantitative and Qualitative Reasoning for Value Alignment. EUMAS 2022: 383-402 - Viktor Besin, Markus Hecher, Stefan Woltran:
Utilizing Treewidth for Quantitative Reasoning on Epistemic Logic Programs (Extended Abstract). IJCAI 2022: 5264-5268 - Matteo Mio, Ralph Sarkis, Valeria Vignudelli:
Beyond Nonexpansive Operations in Quantitative Algebraic Reasoning. LICS 2022: 52:1-52:13 - Aitor Lewkowycz, Anders Andreassen, David Dohan, Ethan Dyer, Henryk Michalewski, Vinay V. Ramasesh, Ambrose Slone, Cem Anil, Imanol Schlag, Theo Gutman-Solo, Yuhuai Wu, Behnam Neyshabur, Guy Gur-Ari, Vedant Misra:
Solving Quantitative Reasoning Problems with Language Models. NeurIPS 2022 - Matteo Mio, Ralph Sarkis, Valeria Vignudelli:
Beyond Nonexpansive Operations in Quantitative Algebraic Reasoning. CoRR abs/2201.09087 (2022)
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