Differentiable Reasoning over a Virtual Knowledge Base

25 February 2020

Bhuwan Dhingra

Manzil Zaheer

Vidhisha Balachandran

Graham Neubig

Ruslan Salakhutdinov

William W. Cohen

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Papers citing "Differentiable Reasoning over a Virtual Knowledge Base"

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Title
Exploiting Edited Large Language Models as General Scientific Optimizers Qitan Lv T. Liu H. Wang 36 0 0 08 Mar 2025
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 48 47 0 21 Jun 2024
QA Is the New KR: Question-Answer Pairs as Knowledge Bases Wenhu Chen William W. Cohen Michiel de Jong Nitish Gupta Alessandro Presta Pat Verga John Wieting 19 7 0 01 Jul 2022
A Critical Review of Inductive Logic Programming Techniques for Explainable AI Zheng Zhang Liangliang Xu L. Yilmaz Bo Liu 18 7 0 31 Dec 2021
Best of Both Worlds: A Hybrid Approach for Multi-Hop Explanation with Declarative Facts Shane Storks Qiaozi Gao Aishwarya N. Reganti Govind Thattai 14 1 0 17 Dec 2021
Mention Memory: incorporating textual knowledge into Transformers through entity mention attention Michiel de Jong Yury Zemlyanskiy Nicholas FitzGerald Fei Sha William W. Cohen RALM 27 46 0 12 Oct 2021
Neural Unification for Logic Reasoning over Natural Language Gabriele Picco Hoang Thanh Lam M. Sbodio Vanessa Lopez Garcia NAI LRM 16 13 0 17 Sep 2021
Adaptive Information Seeking for Open-Domain Question Answering Yunchang Zhu Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng RALM 19 39 0 14 Sep 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 35 813 0 14 Jun 2021
Reasoning Over Virtual Knowledge Bases With Open Predicate Relations Haitian Sun Pat Verga Bhuwan Dhingra Ruslan Salakhutdinov William W. Cohen LRM 39 26 0 14 Feb 2021
Modifying Memories in Transformer Models Chen Zhu A. S. Rawat Manzil Zaheer Srinadh Bhojanapalli Daliang Li Felix X. Yu Sanjiv Kumar KELM 13 190 0 01 Dec 2020
Language Models are Open Knowledge Graphs Chenguang Wang Xiao Liu D. Song SSL KELM 24 135 0 22 Oct 2020
Clustering-based Inference for Biomedical Entity Linking Rico Angell Nicholas Monath Sunil Mohan Nishant Yadav Andrew McCallum 26 4 0 21 Oct 2020
Open Question Answering over Tables and Text Wenhu Chen Ming-Wei Chang Eva Schlinger W. Wang William W. Cohen LMTD RALM 22 192 0 20 Oct 2020
Neural, Symbolic and Neural-Symbolic Reasoning on Knowledge Graphs Jing Zhang Bo Chen Lingxi Zhang Xirui Ke Haipeng Ding NAI 23 3 0 12 Oct 2020
A Survey on Explainability in Machine Reading Comprehension Mokanarangan Thayaparan Marco Valentino André Freitas FaML 12 50 0 01 Oct 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 23 20 0 16 Sep 2020
Facts as Experts: Adaptable and Interpretable Neural Memory over Symbolic Knowledge Pat Verga Haitian Sun Livio Baldini Soares William W. Cohen KELM 25 50 0 02 Jul 2020
Answering Questions on COVID-19 in Real-Time Jinhyuk Lee Sean S. Yi Minbyul Jeong Mujeen Sung Wonjin Yoon Yonghwa Choi Miyoung Ko Jaewoo Kang 13 43 0 29 Jun 2020
Answering Complex Open-domain Questions Through Iterative Query Generation Peng Qi Xiaowen Lin L. Mehr Zijian Wang Christopher D. Manning RALM ReLM LRM 171 117 0 15 Oct 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Mohit Bansal RALM 156 134 0 17 Sep 2019