Synthetic Data (Almost) from Scratch: Generalized Instruction Tuning for Language Models.
Haoran LiQingxiu DongZhengyang TangChaojun WangXingxing ZhangHaoyang HuangShaohan HuangXiaolong HuangZeqiang HuangDongdong ZhangYuxian GuXin ChengXun WangSi-Qing ChenLi DongWei LuZhifang SuiBenyou WangWai LamFuru WeiPublished in: CoRR (2024)
Keyphrases
- synthetic data
- language model
- language modeling
- document retrieval
- probabilistic model
- n gram
- statistical language models
- language modelling
- query expansion
- speech recognition
- retrieval model
- real image data
- real world
- data sets
- smoothing methods
- context sensitive
- query terms
- mixture model
- information retrieval
- test collection
- multimedia
- word error rate
- language model for information retrieval
- query specific
- ad hoc information retrieval
- document ranking
- relevance model
- pseudo relevance feedback
- language models for information retrieval
- translation model
- vector space model
- text retrieval
- vector space