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: CoRR (2023)
Keyphrases
- language model
- information retrieval
- language modeling
- retrieval model
- ir models
- query expansion
- document retrieval
- speech recognition
- n gram
- test collection
- vector space model
- document ranking
- word segmentation
- ad hoc information retrieval
- language modelling
- language modeling framework
- information retrieval systems
- term weighting
- context sensitive
- search engine
- learning to rank
- statistical language models
- text retrieval
- language model for information retrieval
- text mining
- retrieval effectiveness
- relevant documents
- smoothing methods
- information extraction
- relevance feedback
- question answering
- trec test collections
- language models for information retrieval
- document collections
- trec collections
- query terms
- retrieval systems
- probabilistic model
- tf idf
- passage retrieval
- text categorization
- query specific
- document length
- text summarization
- language modeling approaches