Information Retrieval meets Large Language Models: A strategic report from Chinese IR community.
Qingyao AiTing BaiZhao CaoYi ChangJiawei ChenZhumin ChenZhiyong ChengShoubin DongZhicheng DouFuli FengShen GaoJiafeng GuoXiangnan HeYanyan LanChenliang LiYiqun LiuZiyu LyuWeizhi MaJun MaZhaochun RenPengjie RenZhiqiang WangMingwen WangJi-Rong WenLe WuXin XinJun XuDawei YinPeng ZhangFan ZhangWeinan ZhangMin ZhangXiaofei ZhuPublished in: AI Open (2023)
Keyphrases
- language model
- information retrieval
- language modeling
- retrieval model
- query expansion
- ir models
- document retrieval
- n gram
- language modeling framework
- ad hoc information retrieval
- language modelling
- retrieval effectiveness
- query terms
- speech recognition
- test collection
- vector space model
- text retrieval
- information retrieval systems
- passage retrieval
- word segmentation
- document ranking
- search engine
- context sensitive
- learning to rank
- relevance feedback
- tf idf
- information extraction
- statistical language models
- trec test collections
- language models for information retrieval
- language model for information retrieval
- text mining
- document length
- trec collections
- relevance model
- term dependencies
- probabilistic model
- document collections
- question answering
- cross lingual
- text summarization
- translation model
- term weighting
- information access
- information seeking
- retrieval systems
- ad hoc retrieval
- pseudo relevance feedback