A PhD Student's Perspective on Research in NLP in the Era of Very Large Language Models.
Oana IgnatZhijing JinArtem AbzalievLaura BiesterSantiago CastroNaihao DengXinyi GaoAylin GunalJacky HeAshkan KazemiMuhammad KhalifaNamho KohAndrew LeeSiyang LiuDo June MinShinka MoriJoan NwatuVerónica Pérez-RosasSiqi ShenZekun WangWinston WuRada MihalceaPublished in: CoRR (2023)
Keyphrases
- language model
- language modeling
- information retrieval
- n gram
- document retrieval
- speech recognition
- probabilistic model
- natural language processing
- language modelling
- query expansion
- retrieval model
- test collection
- pseudo relevance feedback
- ad hoc information retrieval
- context sensitive
- natural language
- statistical language models
- document ranking
- language models for information retrieval
- text mining
- information extraction
- question answering
- vector space model
- translation model
- cross lingual
- query terms
- language processing
- smoothing methods