MuSiQue: Multihop Questions via Single-hop Question Composition

2 August 2021

H. Trivedi

Niranjan Balasubramanian

Papers citing "MuSiQue: Multihop Questions via Single-hop Question Composition"

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Title
Are Long-LLMs A Necessity For Long-Context Tasks? Hongjin Qian Zheng Liu Peitian Zhang Kelong Mao Yujia Zhou Xu Chen Zhicheng Dou 36 9 0 24 May 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 68 33 0 23 May 2024
FlashRAG: A Modular Toolkit for Efficient Retrieval-Augmented Generation Research Jiajie Jin Yutao Zhu Xinyu Yang Chenghao Zhang Zhicheng Dou Chenghao Zhang Tong Zhao Zhao Yang Zhicheng Dou Ji-Rong Wen VLM 85 49 0 22 May 2024
Make Your LLM Fully Utilize the Context Shengnan An Zexiong Ma Zeqi Lin Nanning Zheng Jian-Guang Lou SyDa 59 54 0 25 Apr 2024
CORM: Cache Optimization with Recent Message for Large Language Model Inference Jincheng Dai Zhuowei Huang Haiyun Jiang Chen Chen Deng Cai Wei Bi Shuming Shi 38 3 0 24 Apr 2024
Information Re-Organization Improves Reasoning in Large Language Models Xiaoxia Cheng Zeqi Tan Wei Xue Weiming Lu LRM 28 2 0 22 Apr 2024
Superposition Prompting: Improving and Accelerating Retrieval-Augmented Generation Thomas Merth Qichen Fu Mohammad Rastegari Mahyar Najibi LRM RALM 39 9 0 10 Apr 2024
Not All Contexts Are Equal: Teaching LLMs Credibility-aware Generation Ruotong Pan Boxi Cao Hongyu Lin Xianpei Han Jia Zheng Sirui Wang Xunliang Cai Le Sun 42 9 0 10 Apr 2024
RQ-RAG: Learning to Refine Queries for Retrieval Augmented Generation Chi-Min Chan Chunpu Xu Ruibin Yuan Hongyin Luo Wei Xue Yi-Ting Guo Jie Fu RALM 26 60 0 31 Mar 2024
Explainable Multi-hop Question Generation: An End-to-End Approach without Intermediate Question Labeling Seonjeong Hwang Yunsu Kim Çağlar Gülçehre LRM 24 0 0 31 Mar 2024
Causal Prompting: Debiasing Large Language Model Prompting based on Front-Door Adjustment Congzhi Zhang Linhai Zhang Jialong Wu Deyu Zhou Guoqiang Xu CML AI4CE LRM 44 15 0 05 Mar 2024
Prompting Explicit and Implicit Knowledge for Multi-hop Question Answering Based on Human Reading Process Guangming Huang Yunfei Long Cunjin Luo Jiaxing Shen Xia Sun LRM 22 4 0 29 Feb 2024
HypoTermQA: Hypothetical Terms Dataset for Benchmarking Hallucination Tendency of LLMs Cem Uluoglakci T. Taşkaya-Temizel HILM 35 2 0 25 Feb 2024
Tug-of-War Between Knowledge: Exploring and Resolving Knowledge Conflicts in Retrieval-Augmented Language Models Zhuoran Jin Pengfei Cao Yubo Chen Kang Liu Xiaojian Jiang Jiexin Xu Qiuxia Li Jun Zhao 210 45 0 22 Feb 2024
Small Models, Big Insights: Leveraging Slim Proxy Models To Decide When and What to Retrieve for LLMs Jiejun Tan Zhicheng Dou Yutao Zhu Peidong Guo Kun Fang Ji-Rong Wen 47 25 0 19 Feb 2024
Grounding Language Model with Chunking-Free In-Context Retrieval Hongjin Qian Zheng Liu Kelong Mao Yujia Zhou Zhicheng Dou 50 14 0 15 Feb 2024
Empowering Language Models with Active Inquiry for Deeper Understanding Jing-Cheng Pang Heng-Bo Fan Pengyuan Wang Jia-Hao Xiao Nan Tang Si-Hang Yang Chengxing Jia Sheng-Jun Huang Yang Yu 21 5 0 06 Feb 2024
AMOR: A Recipe for Building Adaptable Modular Knowledge Agents Through Process Feedback Jian Guan Wei Wu Zujie Wen Peng Xu Hongning Wang Minlie Huang LRM 29 16 0 02 Feb 2024
When Large Language Models Meet Vector Databases: A Survey Zhi Jing Yongye Su Yikun Han Bo Yuan Haiyun Xu Chunjiang Liu Kehai Chen Min Zhang 61 35 0 30 Jan 2024
Demystifying Chains, Trees, and Graphs of Thoughts Maciej Besta Florim Memedi Zhenyu Zhang Robert Gerstenberger Guangyuan Piao ... Aleš Kubíček H. Niewiadomski Aidan O'Mahony Onur Mutlu Torsten Hoefler AI4CE LRM 75 27 0 25 Jan 2024
ConfusionPrompt: Practical Private Inference for Online Large Language Models Peihua Mai Ran Yan Rui Ye Youjia Yang Yinchuan Li Yan Pang 20 1 0 30 Dec 2023
Retrieval-Augmented Generation for Large Language Models: A Survey Yunfan Gao Yun Xiong Xinyu Gao Kangxiang Jia Jinliu Pan Yuxi Bi Yi Dai Jiawei Sun Meng Wang Haofen Wang 3DV RALM 61 1,530 1 18 Dec 2023
Extending Context Window of Large Language Models via Semantic Compression Weizhi Fei Xueyan Niu Pingyi Zhou Lu Hou Bo Bai Lei Deng Wei Han 41 26 0 15 Dec 2023
ChatGPT's One-year Anniversary: Are Open-Source Large Language Models Catching up? Hailin Chen Fangkai Jiao Xingxuan Li Chengwei Qin Mathieu Ravaut Ruochen Zhao Caiming Xiong Chenyu You ELM CLL AI4MH LRM ALM 85 27 0 28 Nov 2023
Do Smaller Language Models Answer Contextualised Questions Through Memorisation Or Generalisation? Tim Hartill Joshua Bensemann Michael Witbrock Patricia Riddle KELM 30 0 0 21 Nov 2023
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications Zhangyin Feng Weitao Ma Weijiang Yu Lei Huang Haotian Wang Qianglong Chen Weihua Peng Xiaocheng Feng Bing Qin Ting Liu KELM 23 37 0 10 Nov 2023
LooGLE: Can Long-Context Language Models Understand Long Contexts? Jiaqi Li Mengmeng Wang Zilong Zheng Muhan Zhang ELM RALM 40 107 0 08 Nov 2023
Prompt Cache: Modular Attention Reuse for Low-Latency Inference In Gim Guojun Chen Seung-seob Lee Nikhil Sarda Anurag Khandelwal Lin Zhong 42 76 0 07 Nov 2023
DIVKNOWQA: Assessing the Reasoning Ability of LLMs via Open-Domain Question Answering over Knowledge Base and Text Wenting Zhao Ye Liu Tong Niu Yao Wan Philip S. Yu Chenyu You Yingbo Zhou Semih Yavuz LRM 27 6 0 31 Oct 2023
In-Context Ability Transfer for Question Decomposition in Complex QA Venktesh V Sourangshu Bhattacharya Avishek Anand LRM ReLM 34 4 0 26 Oct 2023
A Comprehensive Evaluation of Tool-Assisted Generation Strategies Alon Jacovi Avi Caciularu Jonathan Herzig Roee Aharoni Bernd Bohnet Mor Geva ELM 43 6 0 16 Oct 2023
Survey on Factuality in Large Language Models: Knowledge, Retrieval and Domain-Specificity Cunxiang Wang Xiaoze Liu Yuanhao Yue Xiangru Tang Tianhang Zhang ... Linyi Yang Jindong Wang Xing Xie Zheng-Wei Zhang Yue Zhang HILM KELM 51 184 0 11 Oct 2023
Take a Step Back: Evoking Reasoning via Abstraction in Large Language Models Huaixiu Steven Zheng Swaroop Mishra Xinyun Chen Heng-Tze Cheng Ed H. Chi Quoc V. Le Denny Zhou RALM LRM 33 109 0 09 Oct 2023
Retrieval meets Long Context Large Language Models Peng Xu Ming-Yu Liu Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina M. Shoeybi Bryan Catanzaro RALM LRM 14 81 0 04 Oct 2023
Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models Sichen Liu Zhiling Luo Gong Cheng LRM 32 0 0 22 Sep 2023
"Merge Conflicts!" Exploring the Impacts of External Distractors to Parametric Knowledge Graphs Cheng Qian Xinran Zhao Sherry Tongshuang Wu KELM 30 8 0 15 Sep 2023
AGent: A Novel Pipeline for Automatically Creating Unanswerable Questions Son Quoc Tran Gia-Huy Do Phong Nguyen-Thuan Do Matt Kretchmar Xinya Du 29 0 0 10 Sep 2023
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding Yushi Bai Xin Lv Jiajie Zhang Hong Lyu Jiankai Tang ... Aohan Zeng Lei Hou Yuxiao Dong Jie Tang Juanzi Li LLMAG RALM 31 499 0 28 Aug 2023
Knowledge Graph Prompting for Multi-Document Question Answering Yu-Chiang Frank Wang Nedim Lipka Ryan A. Rossi Alexa F. Siu Ruiyi Zhang Tyler Derr RALM 31 114 0 22 Aug 2023
Performance Prediction for Multi-hop Questions M. Samadi Davood Rafiei 30 3 0 12 Aug 2023
Answering Unseen Questions With Smaller Language Models Using Rationale Generation and Dense Retrieval Tim Hartill Diana Benavides-Prado Michael Witbrock Patricia J. Riddle ReLM LRM 28 1 0 09 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions Tim Hartill N. Tan Michael Witbrock Patricia J. Riddle ReLM KELM LRM 34 2 0 02 Aug 2023
L-Eval: Instituting Standardized Evaluation for Long Context Language Models Chen An Shansan Gong Ming Zhong Xingjian Zhao Mukai Li Jun Zhang Lingpeng Kong Xipeng Qiu ELM ALM 40 132 0 20 Jul 2023
Single Sequence Prediction over Reasoning Graphs for Multi-hop QA Gowtham Ramesh Makesh Narsimhan Sreedhar Junjie Hu 21 7 0 01 Jul 2023
KoLA: Carefully Benchmarking World Knowledge of Large Language Models Jifan Yu Xiaozhi Wang Shangqing Tu S. Cao Daniel Zhang-Li ... Lei Hou Zhiyuan Liu Bin Xu Jie Tang Juanzi Li ELM ALM 41 66 0 15 Jun 2023
Triggering Multi-Hop Reasoning for Question Answering in Language Models using Soft Prompts and Random Walks Kanishka Misra Cicero Nogueira dos Santos Siamak Shakeri KELM LRM 26 1 0 06 Jun 2023
Enhancing Retrieval-Augmented Large Language Models with Iterative Retrieval-Generation Synergy Zhihong Shao Yeyun Gong Yelong Shen Minlie Huang Nan Duan Weizhu Chen RALM LRM KELM 36 216 0 24 May 2023
Reasoning over Hierarchical Question Decomposition Tree for Explainable Question Answering Jiajie Zhang S. Cao Tingjia Zhang Xin Lv Jiaxin Shi Qingwen Tian Juanzi Li Lei Hou 42 10 0 24 May 2023
Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering Wang Zhu Jesse Thomason Robin Jia BDL LRM 22 6 0 24 May 2023
Getting MoRE out of Mixture of Language Model Reasoning Experts Chenglei Si Weijia Shi Chen Zhao Luke Zettlemoyer Jordan L. Boyd-Graber LRM 26 24 0 24 May 2023