TY - BOOK AU - Tunstall,Lewis AU - Werra,Leandro von AU - Wolf,Thomas TI - Natural language processing with transformers: building language applications with Hugging Face SN - 9789355420329 U1 - 006.35 PY - 2022/// CY - Beijing PB - Oreilly KW - Natural language processing (Computer science) KW - Electronic transformers KW - Natural Language Processing KW - Traitement automatique des langues naturelles KW - Transformateurs électroniques N1 - Hello transformers -- Text classification -- Transformer anatomy -- Multilingual named entity recognition -- Text generation -- Summarization -- Question answering -- Making transformers efficient in production -- Dealing with few to no labels -- Training transformers from scratch -- Future directions ER -