RAG / 检索增强生成 - arXivDaily 专题

2305.14283 2023-10-24 cs.CL 57%

Query Rewriting for Retrieval-Augmented Large Language Models

Xinbei Ma, Yeyun Gong, Pengcheng He, Hai Zhao, Nan Duan

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments EMNLP2023

2310.08877 2023-10-23 cs.CL 57%

Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System

Weizhou Shen, Yingqi Gao, Canbin Huang, Fanqi Wan, Xiaojun Quan, Wei Bi

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Accepted to EMNLP 2023 Main Conference

2310.09748 2023-10-17 cs.SE cs.CL 57%

Large Language Model-Aware In-Context Learning for Code Generation

Jia Li, Ge Li, Chongyang Tao, Jia Li, Huangzhao Zhang, Fang Liu, Zhi Jin

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

2310.08319 2023-10-13 cs.IR 57%

Fine-Tuning LLaMA for Multi-Stage Text Retrieval

Xueguang Ma, Liang Wang, Nan Yang, Furu Wei, Jimmy Lin

专题命中检索器与排序：retriever(abstract)；分类 cs.IR

2310.05421 2023-10-10 cs.CL cs.CY cs.LG 57%

Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

Keivalya Pandya, Mehfuza Holia

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.CL

Comments 4 pages, 2 figures, Submitted to appear in the Proceedings of the 3rd International Conference on Women in Science & Technology Creating Sustainable Career (ICWSTCSC 2023)

2209.05917 2023-10-06 cs.IR 57%

SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval

Eunseong Choi, Sunkyung Lee, Minjin Choi, Hyeseon Ko, Young-In Song, Jongwuk Lee

专题命中检索器与排序：retriever(abstract)；分类 cs.IR

Comments In Proceedings of the 31st ACM International Conference on Information and Knowledge Management (CIKM '22). 13 pages

2309.12767 2023-09-25 cs.CL 57%

Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models

Yin Zhu, Zhiling Luo, Gong Cheng

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

2305.14949 2023-09-21 cs.CL 57%

Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages

Qi Gou, Zehua Xia, Wenzhe Du

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments The Third DialDoc Workshop at ACL 2023, https://aclanthology.org/2023.dialdoc-1.1

2309.06057 2023-09-13 cs.SE cs.CL 57%

RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair

Weishi Wang, Yue Wang, Shafiq Joty, Steven C. H. Hoi

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments FSE 2023, Long paper

2307.01640 2023-07-06 cs.CL 57%

Chain of Thought Prompting Elicits Knowledge Augmentation

Dingjun Wu, Jing Zhang, Xinmei Huang

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.CL

Comments Accepted by Findings of ACL 2023

2307.00569 2023-07-04 cs.CL 57%

SSP: Self-Supervised Post-training for Conversational Search

Quan Tu, Shen Gao, Xiaolong Wu, Zhao Cao, Ji-Rong Wen, Rui Yan

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Accepted by ACL 2023 Findings, Long Paper

2307.00119 2023-07-04 cs.CL 57%

Meta-training with Demonstration Retrieval for Efficient Few-shot Learning

Aaron Mueller, Kanika Narang, Lambert Mathias, Qifan Wang, Hamed Firooz

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Accepted to Findings of ACL 2023

2306.15430 2023-06-28 cs.CL 57%

KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation

Jiaqi Bai, Zhao Yan, Jian Yang, Xinnian Liang, Hongcheng Guo, Zhoujun Li

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.CL

Comments Accepted by ECML-PKDD 2023 (Research Track)

2306.07174 2023-06-13 cs.CL 57%

Augmenting Language Models with Long-Term Memory

Weizhi Wang, Li Dong, Hao Cheng, Xiaodong Liu, Xifeng Yan, Jianfeng Gao, Furu Wei

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

2212.12139 2023-06-07 cs.AI 57%

HiTSKT: A Hierarchical Transformer Model for Session-Aware Knowledge Tracing

Fucai Ke, Weiqing Wang, Weicong Tan, Lan Du, Yuan Jin, Yujin Huang, Hongzhi Yin

专题命中检索器与排序：retriever(abstract)；分类 cs.AI

2211.12561 2023-06-07 cs.CV cs.CL cs.LG 57%

Retrieval-Augmented Multimodal Language Modeling

Michihiro Yasunaga, Armen Aghajanyan, Weijia Shi, Rich James, Jure Leskovec, Percy Liang, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Published at ICML 2023. Blog post available at https://cs.stanford.edu/~myasu/blog/racm3/

2305.17653 2023-05-30 cs.CL 57%

Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks

Zhicheng Guo, Sijie Cheng, Yile Wang, Peng Li, Yang Liu

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

2208.00511 2023-05-26 cs.IR 57%

Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval

Sheng-Chieh Lin, Minghan Li, Jimmy Lin

专题命中检索器与排序：dense retrieval(abstract)；分类 cs.IR

Comments Published in Transactions of the Association for Computational Linguistics

2301.12652 2023-05-25 cs.CL 57%

REPLUG: Retrieval-Augmented Black-Box Language Models

Weijia Shi, Sewon Min, Michihiro Yasunaga, Minjoon Seo, Rich James, Mike Lewis, Luke Zettlemoyer, Wen-tau Yih

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

2210.00185 2023-05-24 cs.CL 57%

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks

Zhenhailong Wang, Xiaoman Pan, Dian Yu, Dong Yu, Jianshu Chen, Heng Ji

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Accepted as a conference paper at Findings of ACL 2023

2305.13199 2023-05-23 cs.CL 57%

Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision

Yucheng Cai, Hong Liu, Zhijian Ou, Yi Huang, Junlan Feng

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments 5 pages, accepted by INTERSPEECH2023

2209.05706 2023-05-17 cs.CL 57%

Non-Parametric Temporal Adaptation for Social Media Topic Classification

Fatemehsadat Mireshghallah, Nikolai Vogler, Junxian He, Omar Florez, Ahmed El-Kishky, Taylor Berg-Kirkpatrick

专题命中检索器与排序：dense retrieval(abstract)；分类 cs.CL

2210.11512 2023-04-28 cs.CL 57%

Communication breakdown: On the low mutual intelligibility between human and neural captioning

Roberto Dessì, Eleonora Gualdoni, Francesca Franzon, Gemma Boleda, Marco Baroni

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Accepted as a short paper at EMNLP 2022

2304.13290 2023-04-27 cs.IR 57%

Improving Conversational Passage Re-ranking with View Ensemble

Jia-Huei Ju, Sheng-Chieh Lin, Ming-Feng Tsai, Chuan-Ju Wang

专题命中检索器与排序：retriever(abstract)；分类 cs.IR

Comments SIGIR 2023

2110.07367 2023-04-25 cs.CL 57%

RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking

Ruiyang Ren, Yingqi Qu, Jing Liu, Wayne Xin Zhao, Qiaoqiao She, Hua Wu, Haifeng Wang, Ji-Rong Wen

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments EMNLP 2021

2304.09649 2023-04-20 cs.CL 57%

BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer

Lucas Georges Gabriel Charpentier, Sondre Wold, David Samuel, Egil Rønningstad

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments Accepted for NoDaLiDa 2023, main conference

2212.05221 2023-04-04 cs.CV cs.AI 57%

REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory

Ziniu Hu, Ahmet Iscen, Chen Sun, Zirui Wang, Kai-Wei Chang, Yizhou Sun, Cordelia Schmid, David A. Ross, Alireza Fathi

专题命中检索器与排序：retriever(abstract)；分类 cs.AI

Comments Published on CVPR 2023

2211.03053 2023-03-15 cs.CL 57%

Suffix Retrieval-Augmented Language Modeling

Zecheng Wang, Yik-Cheung Tam

专题命中检索器与排序：retriever(abstract)；分类 cs.CL

Comments 5 pages, 1 figure. Submitted to ICASSP 2023

2206.09912 2023-02-28 cs.IR 57%

A Dense Representation Framework for Lexical and Semantic Matching

Sheng-Chieh Lin, Jimmy Lin

专题命中检索器与排序：hybrid retrieval(abstract)；分类 cs.IR

Comments Published in ACM Transactions on Information Systems

2302.11849 2023-02-24 cs.CL 57%

Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs

Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen

专题命中检索器与排序：knowledge retrieval(abstract)；分类 cs.CL

Comments 6 pages, 1 figure. Accepted by ICASSP 2023

1. 检索器与排序 4602 篇

Query Rewriting for Retrieval-Augmented Large Language Models

Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System

Large Language Model-Aware In-Context Learning for Code Generation

Fine-Tuning LLaMA for Multi-Stage Text Retrieval

Automating Customer Service using LangChain: Building custom open-source GPT Chatbot for organizations

SpaDE: Improving Sparse Representations using a Dual Document Encoder for First-stage Retrieval

Furthest Reasoning with Plan Assessment: Stable Reasoning Path with Retrieval-Augmented Large Language Models

Cross-lingual Data Augmentation for Document-grounded Dialog Systems in Low Resource Languages

RAP-Gen: Retrieval-Augmented Patch Generation with CodeT5 for Automatic Program Repair

Chain of Thought Prompting Elicits Knowledge Augmentation

SSP: Self-Supervised Post-training for Conversational Search

Meta-training with Demonstration Retrieval for Efficient Few-shot Learning

KnowPrefix-Tuning: A Two-Stage Prefix-Tuning Framework for Knowledge-Grounded Dialogue Generation

Augmenting Language Models with Long-Term Memory

HiTSKT: A Hierarchical Transformer Model for Session-Aware Knowledge Tracing

Retrieval-Augmented Multimodal Language Modeling

Prompt-Guided Retrieval Augmentation for Non-Knowledge-Intensive Tasks

Aggretriever: A Simple Approach to Aggregate Textual Representations for Robust Dense Passage Retrieval

REPLUG: Retrieval-Augmented Black-Box Language Models

Zemi: Learning Zero-Shot Semi-Parametric Language Models from Multiple Tasks

Knowledge-Retrieval Task-Oriented Dialog Systems with Semi-Supervision

Non-Parametric Temporal Adaptation for Social Media Topic Classification

Communication breakdown: On the low mutual intelligibility between human and neural captioning

Improving Conversational Passage Re-ranking with View Ensemble

RocketQAv2: A Joint Training Method for Dense Passage Retrieval and Passage Re-ranking

BRENT: Bidirectional Retrieval Enhanced Norwegian Transformer

REVEAL: Retrieval-Augmented Visual-Language Pre-Training with Multi-Source Multimodal Knowledge Memory

Suffix Retrieval-Augmented Language Modeling

A Dense Representation Framework for Lexical and Semantic Matching

Coarse-to-Fine Knowledge Selection for Document Grounded Dialogs