RAG / 检索增强生成 - arXivDaily 专题

2210.06331 2023-02-09 cs.CL 57%

RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media

Somin Wadhwa, Vivek Khetan, Silvio Amir, Byron Wallace

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

Comments Accepted to EACL 2023

2302.02908 2023-02-07 cs.CV cs.IR 57%

LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval

Ziyang luo, Pu Zhao, Can Xu, Xiubo Geng, Tao Shen, Chongyang Tao, Jing Ma, Qingwen lin, Daxin Jiang

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

2301.06056 2023-01-18 cs.IR 57%

Improving Noise Robustness for Spoken Content Retrieval using Semi-supervised ASR and N-best Transcripts for BERT-based Ranking Models

Yasufumi Moriya, Gareth. J. F. Jones

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

Comments accepted by SLT 2022

2301.05508 2023-01-16 cs.IR 57%

Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?

Gustavo Penha, Claudia Hauff

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

Comments Accepted for publication in the European Conference on Information Retrieval (ECIR'23). arXiv admin note: substantial text overlap with arXiv:2204.10558

2212.05276 2022-12-13 cs.CL 57%

Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification

Rami Aly, Andreas Vlachos

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

Comments EMNLP2022

2211.14876 2022-11-29 cs.IR 57%

Dense Text Retrieval based on Pretrained Language Models: A Survey

Wayne Xin Zhao, Jing Liu, Ruiyang Ren, Ji-Rong Wen

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

2210.17236 2022-11-01 cs.PL cs.CL cs.SE 57%

When Language Model Meets Private Library

Daoguang Zan, Bei Chen, Zeqi Lin, Bei Guan, Yongji Wang, Jian-Guang Lou

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

Comments EMNLP 2022 Findings

2112.08558 2022-10-31 cs.CL 57%

CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning

Zeqiu Wu, Yi Luan, Hannah Rashkin, David Reitter, Hannaneh Hajishirzi, Mari Ostendorf, Gaurav Singh Tomar

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

Comments EMNLP 2022 camera-ready

2210.10350 2022-10-20 cs.CL 57%

MuGER$^2$: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering

Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao

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

Comments Accepted to EMNLP(Findings) 2022

2205.12035 2022-10-18 cs.CL 57%

RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder

Shitao Xiao, Zheng Liu, Yingxia Shao, Zhao Cao

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

Comments Accepted to EMNLP 2022

2210.07564 2022-10-17 cs.CL 57%

Q-TOD: A Query-driven Task-oriented Dialogue System

Xin Tian, Yingzhan Lin, Mengfei Song, Siqi Bao, Fan Wang, Huang He, Shuqi Sun, Hua Wu

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

Comments Accepted to EMNLP 2022

2210.07093 2022-10-14 cs.CL 57%

Query Expansion Using Contextual Clue Sampling with Language Models

Linqing Liu, Minghan Li, Jimmy Lin, Sebastian Riedel, Pontus Stenetorp

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

2204.08241 2022-10-13 cs.IR 57%

GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval

Jiduan Liu, Jiahao Liu, Yang Yang, Jingang Wang, Wei Wu, Dongyan Zhao, Rui Yan

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

Comments Findings of EMNLP2022

2208.12995 2022-09-29 cs.CL 57%

Domain-Specific NER via Retrieving Correlated Samples

Xin Zhang, Yong Jiang, Xiaobin Wang, Xuming Hu, Yueheng Sun, Pengjun Xie, Meishan Zhang

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

Comments Accepted by COLING 2022, added dev results of the address data

2209.05072 2022-09-13 cs.IR 57%

Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models

Yinqiong Cai, Jiafeng Guo, Yixing Fan, Qingyao Ai, Ruqing Zhang, Xueqi Cheng

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

2209.02071 2022-09-07 cs.CL 57%

CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval

Kung-Hsiang Huang, ChengXiang Zhai, Heng Ji

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

Comments Accepted by COLING 2022

2208.08942 2022-08-19 cs.IR 57%

Adaptive Re-Ranking with a Corpus Graph

Sean MacAvaney, Nicola Tonellotto, Craig Macdonald

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

Comments CIKM 2022

2201.01614 2022-08-16 cs.IR 57%

PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document Retrieval

Sophia Althammer, Sebastian Hofstätter, Mete Sertkan, Suzan Verberne, Allan Hanbury

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

Comments Accepted at ECIR 2022

2112.00653 2022-08-16 cs.CL cs.LG 57%

Variational Learning for Unsupervised Knowledge Grounded Dialogs

Mayank Mishra, Dhiraj Madan, Gaurav Pandey, Danish Contractor

专题命中检索器与排序：RAG(abstract)；分类 cs.CL

2208.00231 2022-08-02 cs.CL 57%

Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation

Alexander Liu, Samuel Yang

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

2206.05696 2022-06-14 cs.CL 57%

Grounding in social media: An approach to building a chit-chat dialogue model

Ritvik Choudhary, Daisuke Kawahara

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

Comments Accepted to NAACL 2022 SRW

2206.03474 2022-06-08 cs.IR 57%

A COVID-19 Search Engine (CO-SE) with Transformer-based Architecture

Shaina Raza

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

Comments Accepted in HealthCare Analytics

2112.08633 2022-05-10 cs.CL cs.LG 57%

Learning To Retrieve Prompts for In-Context Learning

Ohad Rubin, Jonathan Herzig, Jonathan Berant

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

Comments NAACL-HLT 2022

2205.01941 2022-05-05 cs.CL 57%

Lexical Knowledge Internalization for Neural Dialog Generation

Zhiyong Wu, Wei Bi, Xiang Li, Lingpeng Kong, Ben Kao

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

Comments To appear at ACL 2022 main conference

2205.00235 2022-05-03 cs.IR 57%

To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers

Hang Li, Shuai Wang, Shengyao Zhuang, Ahmed Mourad, Xueguang Ma, Jimmy Lin, Guido Zuccon

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

Comments Short research paper, accepted at SIGIR2022

2204.10613 2022-04-25 cs.IR 57%

Zero-shot Query Contextualization for Conversational Search

Antonios Minas Krasakis, Andrew Yates, Evangelos Kanoulas

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

Comments Accepted @ SIGIR 2022

2204.08887 2022-04-20 cs.CL 57%

Cross-Lingual Phrase Retrieval

Heqi Zheng, Xiao Zhang, Zewen Chi, Heyan Huang, Tan Yan, Tian Lan, Wei Wei, Xian-Ling Mao

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

2203.10053 2022-03-21 cs.CL 57%

RELIC: Retrieving Evidence for Literary Claims

Katherine Thai, Yapei Chang, Kalpesh Krishna, Mohit Iyyer

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

Comments ACL 2022 camera ready (19 pages)

2108.11792 2022-03-16 cs.CL 57%

A Statutory Article Retrieval Dataset in French

Antoine Louis, Gerasimos Spanakis

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

Comments ACL 2022. Code and dataset are available at https://github.com/maastrichtlawtech/bsard

2203.06408 2022-03-15 cs.IT cs.AI math.IT 57%

Information retrieval for label noise document ranking by bag sampling and group-wise loss

Chunyu Li, Jiajia Ding, Xing hu, Fan Wang

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

1. 检索器与排序 4602 篇

RedHOT: A Corpus of Annotated Medical Questions, Experiences, and Claims on Social Media

LexLIP: Lexicon-Bottlenecked Language-Image Pre-Training for Large-Scale Image-Text Retrieval

Improving Noise Robustness for Spoken Content Retrieval using Semi-supervised ASR and N-best Transcripts for BERT-based Ranking Models

Do the Findings of Document and Passage Retrieval Generalize to the Retrieval of Responses for Dialogues?

Natural Logic-guided Autoregressive Multi-hop Document Retrieval for Fact Verification

Dense Text Retrieval based on Pretrained Language Models: A Survey

When Language Model Meets Private Library

CONQRR: Conversational Query Rewriting for Retrieval with Reinforcement Learning

MuGER$^2$: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering

RetroMAE: Pre-Training Retrieval-oriented Language Models Via Masked Auto-Encoder

Q-TOD: A Query-driven Task-oriented Dialogue System

Query Expansion Using Contextual Clue Sampling with Language Models

GNN-encoder: Learning a Dual-encoder Architecture via Graph Neural Networks for Dense Passage Retrieval

Domain-Specific NER via Retrieving Correlated Samples

Hard Negatives or False Negatives: Correcting Pooling Bias in Training Neural Ranking Models

CONCRETE: Improving Cross-lingual Fact-checking with Cross-lingual Retrieval

Adaptive Re-Ranking with a Corpus Graph

PARM: A Paragraph Aggregation Retrieval Model for Dense Document-to-Document Retrieval

Variational Learning for Unsupervised Knowledge Grounded Dialogs

Masked Autoencoders As The Unified Learners For Pre-Trained Sentence Representation

Grounding in social media: An approach to building a chit-chat dialogue model

A COVID-19 Search Engine (CO-SE) with Transformer-based Architecture

Learning To Retrieve Prompts for In-Context Learning

Lexical Knowledge Internalization for Neural Dialog Generation

To Interpolate or not to Interpolate: PRF, Dense and Sparse Retrievers

Zero-shot Query Contextualization for Conversational Search

Cross-Lingual Phrase Retrieval

RELIC: Retrieving Evidence for Literary Claims

A Statutory Article Retrieval Dataset in French

Information retrieval for label noise document ranking by bag sampling and group-wise loss