A Survey on Retrieval-Augmented Text Generation

2 February 2022

Papers citing "A Survey on Retrieval-Augmented Text Generation"

50 / 122 papers shown

Title
On the Evaluation of Machine-Generated Reports James Mayfield Eugene Yang Dawn J Lawrie Sean MacAvaney Paul McNamee ... Orion Weller Efsun Kayi Kate Sanders Marc Mason Noah Hibbler ALM 92 12 0 02 May 2024
Towards a Search Engine for Machines: Unified Ranking for Multiple Retrieval-Augmented Large Language Models Alireza Salemi Hamed Zamani 29 4 0 30 Apr 2024
RAG and RAU: A Survey on Retrieval-Augmented Language Model in Natural Language Processing Yucheng Hu Yuxing Lu RALM 58 17 0 30 Apr 2024
Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension Lin Ai Zheng Hui Zizhou Liu Julia Hirschberg 27 1 0 27 Apr 2024
A Survey on Retrieval-Augmented Text Generation for Large Language Models Yizheng Huang Jimmy X. Huang 3DV RALM 58 44 0 17 Apr 2024
DesignQA: A Multimodal Benchmark for Evaluating Large Language Models' Understanding of Engineering Documentation Anna C. Doris Daniele Grandi Ryan Tomich Md Ferdous Alam Hyunmin Cheong Faez Ahmed 36 14 0 11 Apr 2024
Navigating the Landscape of Hint Generation Research: From the Past to the Future Anubhav Jangra Jamshid Mozafari Adam Jatowt Smaranda Muresan 32 2 0 06 Apr 2024
Retrieving Examples from Memory for Retrieval Augmented Neural Machine Translation: A Systematic Comparison Maxime Bouthors Josep Crego François Yvon RALM 25 3 0 03 Apr 2024
Octopus v2: On-device language model for super agent Wei Chen Zhiyuan Li RALM 32 23 0 02 Apr 2024
AlphaFin: Benchmarking Financial Analysis with Retrieval-Augmented Stock-Chain Framework Xiang Li Zhenyu Li Chen Shi Yong-mei Xu Qing Du Mingkui Tan Jun Huang Wei Lin AIFin 37 25 0 19 Mar 2024
Detecting Hallucination and Coverage Errors in Retrieval Augmented Generation for Controversial Topics Tyler A. Chang Katrin Tomanek Jessica Hoffmann Nithum Thain Erin van Liemt Kathleen Meier-Hellstern Lucas Dixon 34 7 0 13 Mar 2024
A Comprehensive Survey on Process-Oriented Automatic Text Summarization with Exploration of LLM-Based Methods Hanlei Jin Yang Zhang Dan Meng Jun Wang Jinghua Tan 68 79 0 05 Mar 2024
Retrieval-Augmented Generation for AI-Generated Content: A Survey Penghao Zhao Hailin Zhang Qinhan Yu Zhengren Wang Yunteng Geng Fangcheng Fu Ling Yang Wentao Zhang Jie Jiang Bin Cui 3DV 110 220 0 29 Feb 2024
Exploring the Potential of Large Language Models for Improving Digital Forensic Investigation Efficiency Akila Wickramasekara F. Breitinger Mark Scanlon 42 8 0 29 Feb 2024
Retrieval is Accurate Generation Bowen Cao Deng Cai Leyang Cui Xuxin Cheng Wei Bi Yuexian Zou Shuming Shi 35 6 0 27 Feb 2024
QASE Enhanced PLMs: Improved Control in Text Generation for MRC Lin Ai Zheng Hui Zizhou Liu Julia Hirschberg 24 0 0 26 Feb 2024
Does the Generator Mind its Contexts? An Analysis of Generative Model Faithfulness under Context Transfer Xinshuo Hu Baotian Hu Dongfang Li Xiaoguang Li Lifeng Shang HILM 23 1 0 22 Feb 2024
Assessing generalization capability of text ranking models in Polish Slawomir Dadas Malgorzata Grkebowiec 29 2 0 22 Feb 2024
SymbolicAI: A framework for logic-based approaches combining generative models and solvers Marius-Constantin Dinu Claudiu Leoveanu-Condrei Markus Holzleitner Werner Zellinger Sepp Hochreiter 41 9 0 01 Feb 2024
KAUCUS: Knowledge Augmented User Simulators for Training Language Model Assistants Kaustubh D. Dhole 11 3 0 29 Jan 2024
Corrective Retrieval Augmented Generation Shi-Qi Yan Jia-Chen Gu Yun Zhu Zhen-Hua Ling RALM 123 71 0 29 Jan 2024
With Greater Text Comes Greater Necessity: Inference-Time Training Helps Long Text Generation Y. Wang D. Ma D. Cai RALM 36 17 0 21 Jan 2024
Inroads to a Structured Data Natural Language Bijection and the role of LLM annotation Blake Vente 15 0 0 14 Jan 2024
Reinforcement Learning for Optimizing RAG for Domain Chatbots Mandar Kulkarni Praveen Tangarajan Kyung Kim Anusua Trivedi OffRL RALM SILM 8 25 0 10 Jan 2024
Alleviating Hallucinations of Large Language Models through Induced Hallucinations Yue Zhang Leyang Cui Wei Bi Shuming Shi HILM 34 49 0 25 Dec 2023
Dynamic Retrieval-Augmented Generation Anton Shapkin Denis Litvinov Yaroslav Zharov Egor Bogomolov Timur Galimzyanov T. Bryksin SyDa RALM 28 1 0 14 Dec 2023
KnowGPT: Knowledge Graph based Prompting for Large Language Models Qinggang Zhang Junnan Dong Hao Chen Daochen Zha Zailiang Yu Xiao Huang KELM RALM 22 5 0 11 Dec 2023
Jellyfish: A Large Language Model for Data Preprocessing Haochen Zhang Yuyang Dong Chuan Xiao M. Oyamada 27 26 0 04 Dec 2023
ATLANTIC: Structure-Aware Retrieval-Augmented Language Model for Interdisciplinary Science Sai Munikoti Anurag Acharya S. Wagle Sameera Horawalavithana RALM 41 7 0 21 Nov 2023
Applications of Large Scale Foundation Models for Autonomous Driving Yu Huang Yue Chen Zhu Li ELM AI4CE LRM ALM LM&Ro 46 15 0 20 Nov 2023
A Graph-to-Text Approach to Knowledge-Grounded Response Generation in Human-Robot Interaction Nicholas Walker Stefan Ultes Pierre Lison LM&Ro 43 1 0 03 Nov 2023
Learn to Refuse: Making Large Language Models More Controllable and Reliable through Knowledge Scope Limitation and Refusal Mechanism Lang Cao 11 13 0 02 Nov 2023
Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities Zheng Liu Yiwei Li Qian Cao Junwen Chen Tianze Yang ... John Gibbs Khaled Rasheed Ninghao Liu Gengchen Mai Tianming Liu AI4CE 36 10 0 30 Oct 2023
RegaVAE: A Retrieval-Augmented Gaussian Mixture Variational Auto-Encoder for Language Modeling Jingcheng Deng Liang Pang Huawei Shen Xueqi Cheng RALM 19 10 0 16 Oct 2023
Glitter or Gold? Deriving Structured Insights from Sustainability Reports via Large Language Models Marco Bronzini Carlo Nicolini Bruno Lepri Andrea Passerini Jacopo Staiano 26 2 0 09 Oct 2023
Can LLM-Generated Misinformation Be Detected? Canyu Chen Kai Shu DeLMO 29 158 0 25 Sep 2023
RECAP: Retrieval-Augmented Audio Captioning Sreyan Ghosh Sonal Kumar Chandra Kiran Reddy Evuru R. Duraiswami Dinesh Manocha VLM 62 17 0 18 Sep 2023
RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair Weishi Wang Yue Wang Shafiq R. Joty Steven C. H. Hoi 19 57 0 12 Sep 2023
Cognitive Architectures for Language Agents T. Sumers Shunyu Yao Karthik Narasimhan Thomas L. Griffiths LLMAG LM&Ro 36 151 0 05 Sep 2023
Augmenting Black-box LLMs with Medical Textbooks for Biomedical Question Answering Yubo Wang Xueguang Ma Wenhu Chen LM&MA AI4MH 40 8 0 05 Sep 2023
Siren's Song in the AI Ocean: A Survey on Hallucination in Large Language Models Yue Zhang Yafu Li Leyang Cui Deng Cai Lemao Liu ... Longyue Wang A. Luu Wei Bi Freda Shi Shuming Shi RALM LRM HILM 41 519 0 03 Sep 2023
LatEval: An Interactive LLMs Evaluation Benchmark with Incomplete Information from Lateral Thinking Puzzles Shulin Huang Shirong Ma Yinghui Li Mengzuo Huang Wuhe Zou Weidong Zhang Haitao Zheng LLMAG LRM 24 26 0 21 Aug 2023
ExpeL: LLM Agents Are Experiential Learners Andrew Zhao Daniel Huang Quentin Xu Matthieu Lin Y. Liu Gao Huang LLMAG 20 192 0 20 Aug 2023
Differentiable Retrieval Augmentation via Generative Language Modeling for E-commerce Query Intent Classification Chenyu Zhao Yunjiang Jiang Yiming Qiu Han Zhang Wen-Yun Yang RALM 18 5 0 18 Aug 2023
Copy Is All You Need Tian Lan Deng Cai Yan Wang Heyan Huang Xian-Ling Mao 27 26 0 13 Jul 2023
On the Tool Manipulation Capability of Open-source Large Language Models Qiantong Xu Fenglu Hong B. Li Changran Hu Zheng Chen Jian Zhang LLMAG 19 68 0 25 May 2023
Surface-Based Retrieval Reduces Perplexity of Retrieval-Augmented Language Models Ehsan Doostmohammadi Tobias Norlund Marco Kuhlmann Richard Johansson RALM 17 7 0 25 May 2023
WikiChat: Stopping the Hallucination of Large Language Model Chatbots by Few-Shot Grounding on Wikipedia Sina J. Semnani Violet Z. Yao He Zhang M. Lam KELM AI4MH 20 72 0 23 May 2023
Lift Yourself Up: Retrieval-augmented Text Generation with Self Memory Xin Cheng Di Luo Xiuying Chen Lemao Liu Dongyan Zhao Rui Yan RALM 145 91 0 03 May 2023
Language Models Enable Simple Systems for Generating Structured Views of Heterogeneous Data Lakes Simran Arora Brandon Yang Sabri Eyuboglu A. Narayan Andrew Hojel Immanuel Trummer Christopher Ré SyDa 47 69 0 19 Apr 2023