Debate on Graph: a Flexible and Reliable Reasoning Framework for Large Language Models

Pullnet: Open domain question answering with iterative retrieval on knowledge bases and text

Original

Sun, H.; Bedrax-Weiss, T.; and Cohen, W. W. 2019 · 1904

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Freebase: a collaboratively created graph database for structuring human knowledge

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Semantic parsing on freebase from question-answer pairs

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Key-Value Memory Networks for Directly Reading Documents

Miller, A.; Fisch, A.; Dodge, J.; Karimi, A.-H.; Bordes, A.; and Weston, J. 2016 · 2016

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The value of semantic parse labeling for knowledge base question answering

Yih, W.-t.; Richardson, M.; Meek, C.; Chang, M.-W.; and Suh, J. 2016 · 2016

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Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text

Sun, H.; Dhingra, B.; Zaheer, M.; Mazaitis, K.; Salakhutdinov, R.; and Cohen, W. 2018 · 2018

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The Web as a Knowledge-Base for Answering Complex Questions

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Variational reasoning for question answering with knowledge graph

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Improving multi-hop question answering over knowledge graphs using knowledge base embeddings

Saxena, A.; Tripathi, A.; and Talukdar, P. 2020 · 2020

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Beyond iid: three levels of generalization for question answering on knowledge bases

Gu, Y.; Kase, S.; Vanni, M.; Sadler, B.; Liang, P.; Yan, X.; and Su, Y. 2021 · 2021

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Improving multi-hop knowledge base question answering by learning intermediate supervision signals

He, G.; Lan, Y.; Jiang, J.; Zhao, W. X.; and Wen, J.-R. 2021 · 2021

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TransferNet: An Effective and Transparent Framework for Multi-hop Question Answering over Relation Graph

Shi, J.; Cao, S.; Hou, L.; Li, J.; and Zhang, H. 2021 · 2021

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A survey on in-context learning

Original

Dong, Q.; Li, L.; Dai, D.; Zheng, C.; Wu, Z.; Chang, B.; Sun, X.; Xu, J.; and Sui, Z. 2022 · 2022

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A Survey on Knowledge Graphs: Representation, Acquisition, and Applications

Ji, S.; Pan, S.; Cambria, E.; Marttinen, P.; and Yu, P. S. 2022 · 2022

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TIARA: Multi-grained Retrieval for Robust Question Answering over Large Knowledge Base

Shu, Y.; Yu, Z.; Li, Y.; Karlsson, B.; Ma, T.; Qu, Y.; and Lin, C.-Y. 2022 · 2022

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Chain-of-thought prompting elicits reasoning in large language models

Wei, J.; Wang, X.; Schuurmans, D.; Bosma, M.; Xia, F.; Chi, E.; Le, Q. V.; Zhou, D.; et al. 2022 · 2022

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RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering

Ye, X.; Yavuz, S.; Hashimoto, K.; Zhou, Y.; and Xiong, C. 2022 · 2022

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Gpt-4 technical report

Original

Achiam, J.; Adler, S.; Agarwal, S.; Ahmad, L.; Akkaya, I.; Aleman, F. L.; Almeida, D.; Altenschmidt, J.; Altman, S.; Anadkat, S.; et al. 2023 · 2023

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Knowledge-Augmented Language Model Prompting for Zero-Shot Knowledge Graph Question Answering

Baek, J.; Aji, A.; and Saffari, A. 2023 · 2023

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Complex query answering on eventuality knowledge graph with implicit logical constraints

Bai, J.; Liu, X.; Wang, W.; Luo, C.; and Song, Y. 2023 · 2023

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ChatEval: Towards Better LLM-based Evaluators through Multi-Agent Debate

Chan, C.-M.; Chen, W.; Su, Y.; Yu, J.; Xue, W.; Zhang, S.; Fu, J.; and Liu, Z. 2023 · 2023

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Vicuna: An Open-Source Chatbot Impressing GPT-4 with 90%* ChatGPT Quality

Chiang, W.-L.; Li, Z.; Lin, Z.; Sheng, Y.; Wu, Z.; Zhang, H.; Zheng, L.; Zhuang, S.; Zhuang, Y.; Gonzalez, J. E.; Stoica, I.; and Xing, E. P. 2023 · 2023

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Lifelong embedding learning and transfer for growing knowledge graphs

Cui, Y.; Wang, Y.; Sun, Z.; Liu, W.; Jiang, Y.; Han, K.; and Hu, W. 2023 · 2023

Cited alongside, same era.

Improving factuality and reasoning in language models through multiagent debate

Original

Du, Y.; Li, S.; Torralba, A.; Tenenbaum, J. B.; and Mordatch, I. 2023 · 2023

Cited alongside, same era.

Exploring collaboration mechanisms for llm agents: A social psychology view

Original

Zhang, J.; Xu, X.; and Deng, S. 2023 · 2023

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Siren’s song in the AI ocean: a survey on hallucination in large language models

Original

Zhang, Y.; Li, Y.; Cui, L.; Cai, D.; Liu, L.; Fu, T.; Huang, X.; Zhao, E.; Zhang, Y.; Chen, Y.; et al. 2023 · 2023

Later among the works it cites.

Mitigating large language model hallucinations via autonomous knowledge graph-based retrofitting

Guan, X.; Liu, Y.; Lin, H.; Lu, Y.; He, B.; Han, X.; and Sun, L. 2024 · 2024

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Detecting and preventing hallucinations in large vision language models

Gunjal, A.; Yin, J.; and Bas, E. 2024 · 2024

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Benchmarking Large Language Models in Complex Question Answering Attribution using Knowledge Graphs

Original