HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions

HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions

31 December 2020

Lifeng Shang

Xin Jiang

Qun Liu

Chengjie Sun

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Papers citing "HopRetriever: Retrieve Hops over Wikipedia to Answer Complex Questions"

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Title
ClueAnchor: Clue-Anchored Knowledge Reasoning Exploration and Optimization for Retrieval-Augmented Generation Hao Chen Yukun Yan Sen Mei Wanxiang Che Zhenghao Liu ... Yuchun Fan Pengcheng Huang Qiushi Xiong Zhiyuan Liu Maosong Sun LRM 26 0 0 30 May 2025
MIRAGE: A Metric-Intensive Benchmark for Retrieval-Augmented Generation Evaluation Chanhee Park Hyeonseok Moon Chanjun Park Heuiseok Lim RALM 107 1 0 23 Apr 2025
LongRAG: Enhancing Retrieval-Augmented Generation with Long-context LLMs Ziyan Jiang Xueguang Ma Wenhu Chen RALM 133 59 0 21 Jun 2024
HippoRAG: Neurobiologically Inspired Long-Term Memory for Large Language Models Bernal Jiménez Gutiérrez Yiheng Shu Yu Gu Michihiro Yasunaga Yu-Chuan Su RALM CLL 144 47 0 23 May 2024
Performance Prediction for Multi-hop Questions M. Samadi Davood Rafiei 66 3 0 12 Aug 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA Gowtham Ramesh Makesh Narsimhan Sreedhar Junjie Hu 102 7 0 01 Jul 2023
Chain-of-Skills: A Configurable Model for Open-domain Question Answering Kaixin Ma Hao Cheng Yu Zhang Xiaodong Liu Eric Nyberg Jianfeng Gao LRM 79 16 0 04 May 2023
Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification Rami Aly Andreas Vlachos 65 16 0 10 Dec 2022
Counterfactual Multihop QA: A Cause-Effect Approach for Reducing Disconnected Reasoning Wangzhen Guo Qinkang Gong Hanjiang Lai LRM 72 4 0 13 Oct 2022
Relational Graph Convolutional Neural Networks for Multihop Reasoning: A Comparative Study Ieva Staliunaite P. Gorinski Ignacio Iacobacci GNN 50 0 0 12 Oct 2022
Few-shot Reranking for Multi-hop QA via Language Model Prompting Muhammad Khalifa Lajanugen Logeswaran Moontae Lee Ho Hin Lee Lu Wang LRM 99 20 0 25 May 2022
Modeling Multi-hop Question Answering as Single Sequence Prediction Semih Yavuz Kazuma Hashimoto Yingbo Zhou N. Keskar Caiming Xiong 73 29 0 18 May 2022
Adaptive Information Seeking for Open-Domain Question Answering Yunchang Zhu Liang Pang Yanyan Lan Huawei Shen Xueqi Cheng RALM 82 40 0 14 Sep 2021
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension Yongwei Zhou Junwei Bao Haipeng Sun Jiahui Liang Youzheng Wu Xiaodong He Bowen Zhou Tiejun Zhao 29 5 0 18 Aug 2021
Weakly Supervised Pre-Training for Multi-Hop Retriever Yeon Seonwoo Sang-Woo Lee Ji-Hoon Kim Jung-Woo Ha Alice Oh RALM 77 8 0 18 Jun 2021
Iterative Hierarchical Attention for Answering Complex Questions over Long Documents Haitian Sun William W. Cohen Ruslan Salakhutdinov 140 13 0 01 Jun 2021
Answering Open-Domain Questions of Varying Reasoning Steps from Text Peng Qi Haejun Lee OghenetegiriTGSido Christopher D. Manning KELM RALM LRM 250 57 0 23 Oct 2020
Answering Any-hop Open-domain Questions with Iterative Document Reranking Ping Nie Yuyu Zhang Arun Ramamurthy Le Song 70 20 0 16 Sep 2020
Learning to Retrieve Reasoning Paths over Wikipedia Graph for Question Answering Akari Asai Kazuma Hashimoto Hannaneh Hajishirzi R. Socher Caiming Xiong RALM KELM LRM 131 289 0 24 Nov 2019