Dynamic Semantic Graph Construction and Reasoning for Explainable
Multi-hop Science Question Answering

Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering

25 May 2021

Papers citing "Dynamic Semantic Graph Construction and Reasoning for Explainable Multi-hop Science Question Answering"

18 / 18 papers shown

Title
Internal and External Knowledge Interactive Refinement Framework for Knowledge-Intensive Question Answering Haowei Du Dongyan Zhao KELM 30 0 0 23 Aug 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 52 7 0 09 May 2024
DepWiGNN: A Depth-wise Graph Neural Network for Multi-hop Spatial Reasoning in Text Shuaiyi Li Yang Deng Wai Lam 30 2 0 19 Oct 2023
Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction He Cao Dongyan Zhao 19 0 0 05 Jul 2023
RLET: A Reinforcement Learning Based Approach for Explainable QA with Entailment Trees Tengxiao Liu Qipeng Guo Xiangkun Hu Yue Zhang Xipeng Qiu Zheng-Wei Zhang LRM 33 14 0 31 Oct 2022
ConReader: Exploring Implicit Relations in Contracts for Contract Clause Extraction Weiwen Xu Yang Deng Wenqiang Lei Wenlong Zhao Tat-Seng Chua W. Lam AILaw 20 6 0 17 Oct 2022
Going Beyond Approximation: Encoding Constraints for Explainable Multi-hop Inference via Differentiable Combinatorial Solvers Mokanarangan Thayaparan Marco Valentino André Freitas 11 0 0 05 Aug 2022
Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering Zhenyun Deng Yonghua Zhu Yang Chen Michael Witbrock Patricia J. Riddle 20 22 0 16 Jun 2022
ScienceWorld: Is your Agent Smarter than a 5th Grader? Ruoyao Wang Peter Alexander Jansen Marc-Alexandre Côté Prithviraj Ammanabrolu LLMAG ReLM LRM 28 105 0 14 Mar 2022
Improving Lexical Embeddings for Robust Question Answering Weiwen Xu Bowei Zou Wai Lam A. Aw OOD AAML 13 1 0 28 Feb 2022
GreaseLM: Graph REASoning Enhanced Language Models for Question Answering Xikun Zhang Antoine Bosselut Michihiro Yasunaga Hongyu Ren Percy Liang Christopher D. Manning J. Leskovec ReLM AI4MH LRM 20 219 0 21 Jan 2022
Multilingual AMR Parsing with Noisy Knowledge Distillation Deng Cai Xin Li Jackie Chun-Sing Ho Lidong Bing W. Lam 19 18 0 30 Sep 2021
Exploiting Reasoning Chains for Multi-hop Science Question Answering Weiwen Xu Yang Deng Huihui Zhang Deng Cai W. Lam LRM 15 21 0 07 Sep 2021
Diff-Explainer: Differentiable Convex Optimization for Explainable Multi-hop Inference Mokanarangan Thayaparan Marco Valentino Deborah Ferreira Julia Rozanova André Freitas 16 11 0 07 May 2021
Retrieving and Reading: A Comprehensive Survey on Open-domain Question Answering Fengbin Zhu Wenqiang Lei Chao Wang Jianming Zheng Soujanya Poria Tat-Seng Chua RALM 213 251 0 04 Jan 2021
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 223 438 0 25 Sep 2019
Revealing the Importance of Semantic Retrieval for Machine Reading at Scale Yixin Nie Songhe Wang Joey Tianyi Zhou RALM 161 134 0 17 Sep 2019
Reasoning Over Semantic-Level Graph for Fact Checking Wanjun Zhong Jingjing Xu Duyu Tang Zenan Xu Nan Duan M. Zhou Jiahai Wang Jian Yin HILM GNN 182 165 0 09 Sep 2019