Efficient Methods for Natural Language Processing: A Survey.
Marcos V. TrevisoJi-Ung LeeTianchu JiBetty van AkenQingqing CaoManuel R. CiosiciMichael HassidKenneth HeafieldSara HookerColin RaffelPedro Henrique MartinsAndré F. T. MartinsJessica Zosa FordePeter A. MilderEdwin SimpsonNoam SlonimJesse DodgeEmma StrubellNiranjan BalasubramanianLeon DerczynskiIryna GurevychRoy SchwartzPublished in: Trans. Assoc. Comput. Linguistics (2023)
Keyphrases
- natural language processing
- machine learning
- computationally expensive
- empirical studies
- machine learning methods
- computationally intensive
- computationally efficient
- information extraction
- significant improvement
- preprocessing
- natural language
- data structure
- case study
- artificial intelligence
- image retrieval
- hidden markov models
- face recognition
- knowledge base
- statistical methods
- search methods
- qualitative and quantitative
- database