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
AtomR: Atomic Operator-Empowered Large Language Models for Heterogeneous Knowledge Reasoning Amy Xin Jinxin Liu Zijun Yao Zhicheng Li S. Cao Lei Hou Juanzi Li LRM 89 1 0 25 Nov 2024
From Novice to Expert: LLM Agent Policy Optimization via Step-wise Reinforcement Learning Zhirui Deng Zhicheng Dou Bo Li Zhicheng Dou Ruibin Xiong Mang Wang Xin Wu 49 6 0 06 Nov 2024
LLM-Inference-Bench: Inference Benchmarking of Large Language Models on AI Accelerators Krishna Teja Chitty-Venkata Siddhisanket Raskar B. Kale Farah Ferdaus Aditya Tanikanti Ken Raffenetti Valerie Taylor M. Emani V. Vishwanath 49 7 0 31 Oct 2024
OCEAN: Offline Chain-of-thought Evaluation and Alignment in Large Language Models Junda Wu Xintong Li Ruoyu Wang Yu Xia Yuxin Xiong ... Xiang Chen B. Kveton Lina Yao Jingbo Shang Julian McAuley OffRL LRM 29 1 0 31 Oct 2024
Grounding by Trying: LLMs with Reinforcement Learning-Enhanced Retrieval Sheryl Hsu Omar Khattab Chelsea Finn Archit Sharma KELM RALM 49 6 0 30 Oct 2024
DeCoRe: Decoding by Contrasting Retrieval Heads to Mitigate Hallucinations Aryo Pradipta Gema Chen Jin Ahmed Abdulaal Tom Diethe Philip Teare Beatrice Alex Pasquale Minervini Amrutha Saseendran 26 5 0 24 Oct 2024
BRIEF: Bridging Retrieval and Inference for Multi-hop Reasoning via Compression Yuankai Li Jia-Chen Gu Di Wu Kai-Wei Chang Nanyun Peng RALM MQ 23 0 0 20 Oct 2024
RuleRAG: Rule-Guided Retrieval-Augmented Generation with Language Models for Question Answering Zhongwu Chen Chengjin Xu Dingmin Wang Zhen Huang Yong Dou Xuhui Jiang Jian Guo RALM 203 1 0 15 Oct 2024
Honest AI: Fine-Tuning "Small" Language Models to Say "I Don't Know", and Reducing Hallucination in RAG Xinxi Chen Li Wang Wei Wu Qi Tang Yong-Jin Liu 39 4 0 13 Oct 2024
Understanding the Interplay between Parametric and Contextual Knowledge for Large Language Models Sitao Cheng Liangming Pan Xunjian Yin Xinyi Wang William Yang Wang KELM 42 4 0 10 Oct 2024
FltLM: An Intergrated Long-Context Large Language Model for Effective Context Filtering and Understanding Jingyang Deng Zhengyang Shen Boyang Wang Lixin Su Suqi Cheng Ying Nie Junfeng Wang Dawei Yin Jinwen Ma 39 1 0 09 Oct 2024
GARLIC: LLM-Guided Dynamic Progress Control with Hierarchical Weighted Graph for Long Document QA Xinyu Wang Yanzheng Xiang Lin Gui Yulan He 31 2 0 07 Oct 2024
Accelerating Inference of Networks in the Frequency Domain Chenqiu Zhao Guanfang Dong Anup Basu 43 0 0 06 Oct 2024
UncertaintyRAG: Span-Level Uncertainty Enhanced Long-Context Modeling for Retrieval-Augmented Generation Zixuan Li Jing Xiong Fanghua Ye Chuanyang Zheng Xun Wu ... Xiaodan Liang Chengming Li Zhenan Sun Lingpeng Kong Ngai Wong RALM UQLM 32 2 0 03 Oct 2024
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers Shijie Chen Bernal Jiménez Gutiérrez Yu Su 31 4 0 03 Oct 2024
Bridging Context Gaps: Leveraging Coreference Resolution for Long Contextual Understanding Yanming Liu Xinyue Peng Jiannan Cao Shi Bo Yanxin Shen Tianyu Du Sheng Cheng Xun Wang Jianwei Yin Xuhong Zhang 71 9 0 02 Oct 2024
PEAR: Position-Embedding-Agnostic Attention Re-weighting Enhances Retrieval-Augmented Generation with Zero Inference Overhead Tao Tan Yining Qian Ang Lv Hongzhan Lin Songhao Wu Yongbo Wang Feng Wang Jingtong Wu Xin Lu Rui Yan 22 1 0 29 Sep 2024
Perception Compressor: A Training-Free Prompt Compression Framework in Long Context Scenarios Jiwei Tang Jin Xu Tingwei Lu Hai Lin Yiming Zhao Lin Hai Hai-Tao Zheng VLM 68 1 0 28 Sep 2024
Retrieval Augmented Generation (RAG) and Beyond: A Comprehensive Survey on How to Make your LLMs use External Data More Wisely Siyun Zhao Yuqing Yang Zilong Wang Zhiyuan He Luna Qiu Lili Qiu SyDa RALM 3DV 46 35 0 23 Sep 2024
Unlocking Reasoning Potential in Large Langauge Models by Scaling Code-form Planning Jiaxin Wen Jian Guan Hongning Wang Wei Wu Minlie Huang ReLM OffRL LRM 31 7 0 19 Sep 2024
To CoT or not to CoT? Chain-of-thought helps mainly on math and symbolic reasoning Zayne Sprague Fangcong Yin Juan Diego Rodriguez Dongwei Jiang Manya Wadhwa Prasann Singhal Xinyu Zhao Xi Ye Kyle Mahowald Greg Durrett ReLM LRM 125 88 0 18 Sep 2024
SFR-RAG: Towards Contextually Faithful LLMs Xuan-Phi Nguyen Shrey Pandit Senthil Purushwalkam Austin Xu Hailin Chen Yifei Ming Zixuan Ke Silvio Savarese Caiming Xong Shafiq Joty RALM 88 7 0 16 Sep 2024
Retrieval Or Holistic Understanding? Dolce: Differentiate Our Long Context Evaluation Tasks Zi Yang 33 0 0 10 Sep 2024
KAG: Boosting LLMs in Professional Domains via Knowledge Augmented Generation Lei Liang Mengshu Sun Zhengke Gui Zhongshu Zhu Zhouyu Jiang ... Qing Cui Wen Zhang Huajun Chen Wenguang Chen Jun Zhou 51 11 0 10 Sep 2024
What are the Essential Factors in Crafting Effective Long Context Multi-Hop Instruction Datasets? Insights and Best Practices Zhi Chen Qiguang Chen Libo Qin Qipeng Guo Haijun Lv Yicheng Zou Wanxiang Che Hang Yan K. Chen Dahua Lin SyDa 56 4 0 03 Sep 2024
Grounded Multi-Hop VideoQA in Long-Form Egocentric Videos Qirui Chen Shangzhe Di Weidi Xie 32 12 0 26 Aug 2024
Hierarchical Retrieval-Augmented Generation Model with Rethink for Multi-hop Question Answering Xiaoming Zhang Ming Wang Xiaocui Yang Daling Wang Shi Feng Yifei Zhang RALM 38 5 0 20 Aug 2024
Leveraging Inter-Chunk Interactions for Enhanced Retrieval in Large Language Model-Based Question Answering Tiezheng Guo Chen Wang Yanyi Liu Jiawei Tang Pan Li Sai Xu Qingwen Yang Xianlin Gao Zhi Li Yingyou Wen RALM 37 1 0 06 Aug 2024
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher Zehui Chen Kuikun Liu Qiuchen Wang Jiangning Liu Wenwei Zhang Kai Chen Feng Zhao LLMAG 78 20 0 29 Jul 2024
Enhancing LLM's Cognition via Structurization Kai-Chun Liu Zhihang Fu Chao Chen Wei Zhang Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Jieping Ye 58 1 0 23 Jul 2024
Structure-aware Domain Knowledge Injection for Large Language Models Kai-Chun Liu Ze Chen Zhihang Fu Rongxin Jiang Fan Zhou Yao-Shen Chen Yue-bo Wu Yue Wu Jieping Ye 55 1 0 23 Jul 2024
Speculative RAG: Enhancing Retrieval Augmented Generation through Drafting Zilong Wang Zifeng Wang Long Le Huaixiu Steven Zheng Swaroop Mishra ... Anush Mattapalli Ankur Taly Jingbo Shang Chen-Yu Lee Tomas Pfister RALM 85 33 0 11 Jul 2024
AriGraph: Learning Knowledge Graph World Models with Episodic Memory for LLM Agents Petr Anokhin Nikita Semenov Artyom Sorokin Dmitry Evseev Andrey Kravchenko Mikhail Burtsev Evgeny Burnaev LLMAG RALM KELM 55 7 0 05 Jul 2024
Searching for Best Practices in Retrieval-Augmented Generation Xiaohua Wang Zhenghua Wang Xuan Gao Feiran Zhang Yixin Wu ... Qi Qian Ruicheng Yin Changze Lv Xiaoqing Zheng Xuanjing Huang 60 41 0 01 Jul 2024
AI-native Memory: A Pathway from LLMs Towards AGI Jingbo Shang Zai Zheng Jiale Wei Xiang Ying Felix Tao Mindverse Team LLMAG 53 7 0 26 Jun 2024
DEXTER: A Benchmark for open-domain Complex Question Answering using LLMs Venktesh V. Deepali Prabhu Avishek Anand RALM CoGe 39 3 0 24 Jun 2024
SEAM: A Stochastic Benchmark for Multi-Document Tasks Gili Lior Avi Caciularu Arie Cattan Shahar Levy Ori Shapira Gabriel Stanovsky RALM 40 4 0 23 Jun 2024
Generate-then-Ground in Retrieval-Augmented Generation for Multi-hop Question Answering Zhengliang Shi Shuo Zhang Weiwei Sun Shen Gao Pengjie Ren Zhumin Chen Zhaochun Ren RALM 43 29 0 21 Jun 2024
Augmenting Query and Passage for Retrieval-Augmented Generation using LLMs for Open-Domain Question Answering Minsang Kim Cheoneum Park Seungjun Baek RALM 40 2 0 20 Jun 2024
Can Few-shot Work in Long-Context? Recycling the Context to Generate Demonstrations Arie Cattan Alon Jacovi Alex Fabrikant Jonathan Herzig Roee Aharoni ... Dror Marcus Avinatan Hassidim Yossi Matias Idan Szpektor Avi Caciularu RALM 44 0 0 19 Jun 2024
R^2AG: Incorporating Retrieval Information into Retrieval Augmented Generation Fuda Ye Shuangyin Li Yongqi Zhang Lei Chen 37 0 0 19 Jun 2024
Can Long-Context Language Models Subsume Retrieval, RAG, SQL, and More? Jinhyuk Lee Anthony Chen Zhuyun Dai Dheeru Dua Devendra Singh Sachan ... Jeremy R. Cole Sebastian Riedel Iftekhar Naim Ming-Wei Chang Kelvin Guu RALM LRM 58 30 0 19 Jun 2024
Retrieval Meets Reasoning: Dynamic In-Context Editing for Long-Text Understanding Weizhi Fei Xueyan Niu Guoqing Xie Yanhua Zhang Bo Bai Lei Deng Wei Han LRM KELM RALM 38 5 0 18 Jun 2024
R-Eval: A Unified Toolkit for Evaluating Domain Knowledge of Retrieval Augmented Large Language Models Shangqing Tu Yuanchun Wang Jifan Yu Yuyang Xie Yaran Shi Xiaozhi Wang Jing Zhang Lei Hou Juanzi Li ELM 43 3 0 17 Jun 2024
Refiner: Restructure Retrieval Content Efficiently to Advance Question-Answering Capabilities Zhonghao Li Xuming Hu Aiwei Liu Kening Zheng S. Huang Hui Xiong RALM 115 8 0 17 Jun 2024
An Empirical Study of Mamba-based Language Models R. Waleffe Wonmin Byeon Duncan Riach Brandon Norick V. Korthikanti ... Vartika Singh Jared Casper Jan Kautz M. Shoeybi Bryan Catanzaro 63 65 0 12 Jun 2024
Husky: A Unified, Open-Source Language Agent for Multi-Step Reasoning Joongwon Kim Bhargavi Paranjape Tushar Khot Hannaneh Hajishirzi LM&Ro ELM LLMAG LRM 46 9 0 10 Jun 2024
Online Joint Fine-tuning of Multi-Agent Flows Paul Mineiro 37 2 0 06 Jun 2024
Chain of Agents: Large Language Models Collaborating on Long-Context Tasks Yusen Zhang Ruoxi Sun Yanfei Chen Tomas Pfister Rui Zhang Sercan Ö. Arik RALM AI4CE LLMAG 54 30 0 04 Jun 2024
Graph Neural Network Enhanced Retrieval for Question Answering of LLMs Zijian Li Qingyan Guo Jiawei Shao Lei Song Jiang Bian Jun Zhang Rui Wang RALM 34 11 0 03 Jun 2024