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Publication search results
found 126 matches
- 2024
- Shoubin Yu, Jaehong Yoon, Mohit Bansal:
CREMA: Multimodal Compositional Video Reasoning via Efficient Modular Adaptation and Fusion. CoRR abs/2402.05889 (2024) - Jiuxiang Gu, Chenyang Li, Yingyu Liang, Zhenmei Shi, Zhao Song, Tianyi Zhou:
Fourier Circuits in Neural Networks: Unlocking the Potential of Large Language Models in Mathematical Reasoning and Modular Arithmetic. CoRR abs/2402.09469 (2024) - 2023
- Amy Glen, Chunyu Ma, Luis Mendoza, Finn Womack, E. C. Wood, Meghamala Sinha, Liliana Acevedo, Lindsey G. Kvarfordt, Ross C. Peene, Shaopeng Liu, Andrew S. Hoffman, Jared C. Roach, Eric W. Deutsch, Stephen A. Ramsey, David Koslicki:
ARAX: a graph-based modular reasoning tool for translational biomedicine. Bioinform. 39(3) (2023) - Swarnadeep Saha, Xinyan Yu, Mohit Bansal, Ramakanth Pasunuru, Asli Celikyilmaz:
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation. ACL (Findings) 2023: 11069-11090 - Travis Hance, Yi Zhou, Andrea Lattuada, Reto Achermann, Alex Conway, Ryan Stutsman, Gerd Zellweger, Chris Hawblitzel, Jon Howell, Bryan Parno:
Sharding the State Machine: Automated Modular Reasoning for Complex Concurrent Systems. OSDI 2023: 911-929 - Jieying Chen, Johanna P. Haarseth, Christian M. Hansen, Martin G. Skjæveland, Arild Waaler:
Improving Reasoning on Large Ontologies via Ontology Modularity. ISWC (Posters/Demos/Industry) 2023 - Xiyan Fu, Anette Frank:
Dynamic MOdularized Reasoning for Compositional Structured Explanation Generation. CoRR abs/2309.07624 (2023) - Kumar Shridhar, Harsh Jhamtani, Hao Fang, Benjamin Van Durme, Jason Eisner, Patrick Xia:
SCREWS: A Modular Framework for Reasoning with Revisions. CoRR abs/2309.13075 (2023) - Dawn Michaelson, Gopalan Nadathur, Eric Van Wyk:
A Modular Approach to Metatheoretic Reasoning for Extensible Languages. CoRR abs/2312.14374 (2023) - 2022
- Mucheng Ren, Heyan Huang, Yang Gao:
Interpretable modular knowledge reasoning for machine reading comprehension. Neural Comput. Appl. 34(12): 9901-9918 (2022) - Jun-Hyun Bae, Taewon Park, Minho Lee:
Learning Associative Reasoning Towards Systematicity Using Modular Networks. ICONIP (2) 2022: 113-122 - Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo:
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning. NAACL-HLT 2022: 2244-2257 - Arnaud Durand, Juha Kontinen, Jouko Väänänen:
Modular SAT-based techniques for reasoning tasks in team semantics. CoRR abs/2204.00576 (2022) - Valentin Blot, Denis Cousineau, Enzo Crance, Louise Dubois de Prisque, Chantal Keller, Assia Mahboubi, Pierre Vial:
Modular pre-processing for automated reasoning in dependent type theory. CoRR abs/2204.02643 (2022) - Ehud Karpas, Omri Abend, Yonatan Belinkov, Barak Lenz, Opher Lieber, Nir Ratner, Yoav Shoham, Hofit Bata, Yoav Levine, Kevin Leyton-Brown, Dor Muhlgay, Noam Rozen, Erez Schwartz, Gal Shachaf, Shai Shalev-Shwartz, Amnon Shashua, Moshe Tennenholtz:
MRKL Systems: A modular, neuro-symbolic architecture that combines large language models, external knowledge sources and discrete reasoning. CoRR abs/2205.00445 (2022) - Yu Jin Kim, Beong-woo Kwak, Youngwook Kim, Reinald Kim Amplayo, Seung-won Hwang, Jinyoung Yeo:
Modularized Transfer Learning with Multiple Knowledge Graphs for Zero-shot Commonsense Reasoning. CoRR abs/2206.03715 (2022) - Swarnadeep Saha, Xinyan Velocity Yu, Mohit Bansal, Ramakanth Pasunuru, Asli Celikyilmaz:
MURMUR: Modular Multi-Step Reasoning for Semi-Structured Data-to-Text Generation. CoRR abs/2212.08607 (2022) - 2021
- Eleanor Davies:
Modular reasoning about combining modular compiler phases. University of Warwick, Coventry, UK, 2021 - Michael van Bekkum, Maaike de Boer, Frank van Harmelen, André Meyer-Vitali, Annette ten Teije:
Modular design patterns for hybrid learning and reasoning systems. Appl. Intell. 51(9): 6528-6546 (2021) - Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari:
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text. EMNLP (Findings) 2021: 2713-2718 - Michael van Bekkum, Maaike de Boer, Frank van Harmelen, André Meyer-Vitali, Annette ten Teije:
Modular Design Patterns for Hybrid Learning and Reasoning Systems: a taxonomy, patterns and use cases. CoRR abs/2102.11965 (2021) - Xiaoyu Guo, Yuan-Fang Li, Gholamreza Haffari:
Improving Numerical Reasoning Skills in the Modular Approach for Complex Question Answering on Text. CoRR abs/2109.02289 (2021) - 2020
- Minjing Yu, Yong-Jin Liu, Yulin Zhang, Guozhen Zhao, Chun Yu, Yuanchun Shi:
Interactions With Reconfigurable Modular Robots Enhance Spatial Reasoning Performance. IEEE Trans. Cogn. Dev. Syst. 12(2): 300-310 (2020) - Yihan Zheng, Zhiquan Wen, Mingkui Tan, Runhao Zeng, Qi Chen, Yaowei Wang, Qi Wu:
Modular Graph Attention Network for Complex Visual Relational Reasoning. ACCV (6) 2020: 137-153 - Paul Leger, Hidehiko Masuhara, Ismael Figueroa:
Interfaces for Modular Reasoning in Context-Oriented Programming. COP@ECOOP 2020: 3:1-3:7 - Morten Krogh-Jespersen, Amin Timany, Marit Edna Ohlenbusch, Simon Oddershede Gregersen, Lars Birkedal:
Aneris: A Mechanised Logic for Modular Reasoning about Distributed Systems. ESOP 2020: 336-365 - Cogan Shimizu, Pascal Hitzler, Adila Krisnadhi:
Modular Ontology Modeling: A Tutorial. Applications and Practices in Ontology Design, Extraction, and Reasoning 2020: 3-20 - Xiangru Tang, Haoyuan Wang, Xiang Pan, Jiyang Qi:
Multi-Granularity Modularized Network for Abstract Visual Reasoning. CoRR abs/2007.04670 (2020) - Yutaka Nagashima:
SeLFiE: Modular Semantic Reasoning for Induction in Isabelle/HOL. CoRR abs/2010.10296 (2020) - Weixin Liang, Feiyang Niu, Aishwarya N. Reganti, Govind Thattai, Gökhan Tür:
LRTA: A Transparent Neural-Symbolic Reasoning Framework with Modular Supervision for Visual Question Answering. CoRR abs/2011.10731 (2020)
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