RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models

15 August 2023

Kevin Chen-Chuan Chang

Bryan Catanzaro

RALM

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Papers citing "RAVEN: In-Context Learning with Retrieval-Augmented Encoder-Decoder Language Models"

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Title
The Use of Gaze-Derived Confidence of Inferred Operator Intent in Adjusting Safety-Conscious Haptic Assistance Jeremy D. Webb Michael Bowman Songpo Li Xiaoli Zhang 29 0 0 04 Apr 2025
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment Zhuoran Jin Hongbang Yuan Tianyi Men Pengfei Cao Yubo Chen Kang-Jun Liu Jun Zhao ALM 82 7 0 18 Dec 2024
Croc: Pretraining Large Multimodal Models with Cross-Modal Comprehension Yin Xie Kaicheng Yang Ninghua Yang Weimo Deng Xiangzi Dai ... Yumeng Wang Xiang An Yongle Zhao Ziyong Feng Jiankang Deng MLLM VLM 30 1 0 18 Oct 2024
Reward-RAG: Enhancing RAG with Reward Driven Supervision Thang Nguyen Peter Chin Yu-Wing Tai RALM 27 4 0 03 Oct 2024
Towards LifeSpan Cognitive Systems Yu Wang Chi Han Tongtong Wu Xiaoxin He Wangchunshu Zhou ... Zexue He Wei Wang Gholamreza Haffari Heng Ji Julian McAuley KELM CLL 74 1 0 20 Sep 2024
Enhancing and Accelerating Large Language Models via Instruction-Aware Contextual Compression Haowen Hou Fei Ma Binwen Bai Xinxin Zhu Fei Yu 14 0 0 28 Aug 2024
Enhancing Robustness of Retrieval-Augmented Language Models with In-Context Learning Seong-Il Park Seung-Woo Choi Na-Hyun Kim Jay-Yoon Lee RALM AIFin LRM 22 0 0 08 Aug 2024
ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities Peng-Tao Xu Wei Ping Xianchao Wu Zihan Liu M. Shoeybi Mohammad Shoeybi Bryan Catanzaro RALM 41 14 0 19 Jul 2024
Retrieval-Augmented Generation for Natural Language Processing: A Survey Shangyu Wu Ying Xiong Yufei Cui Haolun Wu Can Chen ... Lianming Huang Xue Liu Tei-Wei Kuo Nan Guan C. Xue 3DV RALM 27 25 0 18 Jul 2024
RankRAG: Unifying Context Ranking with Retrieval-Augmented Generation in LLMs Yue Yu Wei Ping Zihan Liu Boxin Wang Jiaxuan You Chao Zhang M. Shoeybi Bryan Catanzaro ALM RALM 34 35 0 02 Jul 2024
TorchOpera: A Compound AI System for LLM Safety Shanshan Han Yuhang Yao Zijian Hu Dimitris Stripelis Zhaozhuo Xu Chaoyang He LLMAG 29 0 0 16 Jun 2024
The Impact of Quantization on Retrieval-Augmented Generation: An Analysis of Small LLMs Mert Yazan Suzan Verberne F. Situmeang MQ 16 3 0 10 Jun 2024
Retaining Key Information under High Compression Ratios: Query-Guided Compressor for LLMs Zhiwei Cao Qian Cao Yu Lu Ningxin Peng Luyang Huang Shanbo Cheng Jinsong Su 18 11 0 04 Jun 2024
Retrieval-Augmented Language Model for Extreme Multi-Label Knowledge Graph Link Prediction Yu-Hsiang Lin Huang-Ting Shieh Chih-Yu Liu Kuang-Ting Lee Hsiao-Cheng Chang Jing-Lun Yang Yu-Sheng Lin LRM KELM RALM 28 1 0 21 May 2024
SynthesizRR: Generating Diverse Datasets with Retrieval Augmentation Abhishek Divekar Greg Durrett 20 1 0 16 May 2024
Enhancing Q&A with Domain-Specific Fine-Tuning and Iterative Reasoning: A Comparative Study Zooey Nguyen Anthony Annunziata Vinh Luong Sang Dinh Quynh Le Anh Hai Ha Chanh Le Hong An Phan Shruti Raghavan Christopher Nguyen LRM 21 3 0 17 Apr 2024
Towards Better Generalization in Open-Domain Question Answering by Mitigating Context Memorization Zixuan Zhang R. Reddy Kevin Small Tong Zhang Heng Ji 14 1 0 02 Apr 2024
ALTO: An Efficient Network Orchestrator for Compound AI Systems Keshav Santhanam Deepti Raghavan Muhammad Shahir Rahman Thejas Venkatesh Neha Kunjal Pratiksha Thaker Philip Levis Matei A. Zaharia 16 1 0 07 Mar 2024
PlanGPT: Enhancing Urban Planning with Tailored Language Model and Efficient Retrieval He Zhu Wenjia Zhang Nuoxian Huang Boyang Li Luyao Niu ... Yicheng Tao Junyou Su Zhaoya Gong Chenyu Fang Xing Liu LLMAG 26 7 0 29 Feb 2024
C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models Mintong Kang Nezihe Merve Gürel Ning Yu D. Song Bo-wen Li 76 20 0 05 Feb 2024
ChatQA: Surpassing GPT-4 on Conversational QA and RAG Zihan Liu Wei Ping Rajarshi Roy Peng-Tao Xu Chankyu Lee M. Shoeybi Bryan Catanzaro ALM RALM AI4MH 14 38 0 18 Jan 2024
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 50 1,418 1 18 Dec 2023
TextGenSHAP: Scalable Post-hoc Explanations in Text Generation with Long Documents James Enouen Hootan Nakhost Sayna Ebrahimi Sercan Ö. Arik Yan Liu Tomas Pfister 25 4 0 03 Dec 2023
InstructRetro: Instruction Tuning post Retrieval-Augmented Pretraining Boxin Wang Wei Ping Lawrence C. McAfee Peng-Tao Xu Bo Li M. Shoeybi Bryan Catanzaro RALM 8 44 0 11 Oct 2023
Retrieval meets Long Context Large Language Models Peng-Tao Xu Wei Ping Xianchao Wu Lawrence C. McAfee Chen Zhu Zihan Liu Sandeep Subramanian Evelina Bakhturina M. Shoeybi Bryan Catanzaro RALM LRM 4 79 0 04 Oct 2023
Citation: A Key to Building Responsible and Accountable Large Language Models Jie Huang Kevin Chen-Chuan Chang HILM 23 15 0 05 Jul 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,232 0 22 Mar 2023
VER: Unifying Verbalizing Entities and Relations Jie Huang Kevin Chen-Chuan Chang 10 1 0 20 Nov 2022
Bidirectional Language Models Are Also Few-shot Learners Ajay Patel Bryan Li Mohammad Sadegh Rasooli Noah Constant Colin Raffel Chris Callison-Burch LRM 47 45 0 29 Sep 2022
Multitask Prompted Training Enables Zero-Shot Task Generalization Victor Sanh Albert Webson Colin Raffel Stephen H. Bach Lintang Sutawika ... T. Bers Stella Biderman Leo Gao Thomas Wolf Alexander M. Rush LRM 203 1,651 0 15 Oct 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 275 1,296 0 17 Jan 2021