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README.md
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---
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language: zh
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widget:
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context: "
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---
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# liam168/qa-roberta-base-chinese-extractive
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## Model description
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@@ -24,11 +22,12 @@ You can use the model directly with a pipeline for extractive question answering
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```python
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>>> from transformers import AutoModelForQuestionAnswering,AutoTokenizer,pipeline
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>>> mode_name = 'liam168/qa-roberta-base-chinese-extractive'
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>>> model = AutoModelForQuestionAnswering.from_pretrained(mode_name)
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>>> tokenizer = AutoTokenizer.from_pretrained(mode_name)
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>>> QA = pipeline('question-answering', model=model, tokenizer=tokenizer)
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>>> QA_input = {'question': "卡利亚·基拔的职业是什么?",'context':
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>>> QA(QA_input)
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{'score': 0.9999, 'start': 20, 'end': 31, 'answer': '一名英格兰籍职业足球员'}
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```
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---
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language: zh
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widget:
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- text: "著名诗歌《假如生活欺骗了你》的作者是"
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context: "普希金从那里学习人民的语言，吸取了许多有益的养料，这一切对普希金后来的创作产生了很大的影响。这两年里，普希金创作了不少优秀的作品，如《囚徒》、《致大海》、《致凯恩》和《假如生活欺骗了你》等几十首抒情诗，叙事诗《努林伯爵》，历史剧《鲍里斯·戈都诺夫》，以及《叶甫盖尼·奥涅金》前六章。"
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---
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# Chinese RoBERTa-Base Model for QA
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## Model description
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```python
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>>> from transformers import AutoModelForQuestionAnswering,AutoTokenizer,pipeline
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>>> context = '卡利亚·基拔（，）生于英国汉默史密斯，是一名英格兰籍职业足球员，于2010年夏季约满离开母会阿仙奴。直到2005/06年，基拔通常在阿仙奴的青年后备队效力。他在首次在2005年11月29日的联赛杯赛事上场，并于12月7日，在一个欧洲联赛冠军杯比赛对阿积士，作为替代左后卫，入替受伤的劳伦。2006年7月21日阿仙奴宣布，将基拔出借卡迪夫城整个2006-07赛季，其后转借给修安联。2008年1月3日返回阿仙奴授予46号码。2008年2月11日，阿仙奴的英超联赛比赛中对布莱克本作为后备球员。但2008年7月10日，基拔被出借莱斯特城的一个赛季之久。2009年3月3日主场对-{zh-hans:斯托克港;zh-hk:史托港}-，开赛后仅两分钟，基拔的传中球「挞Q」却直入网角，是他个人首个入球。基拔在外借期间成为常规正选，整季上阵达39场及射入1球，协助莱斯特城赢取英甲联赛冠军及重返英冠。2009/10年上半季仅于两场英格兰联赛杯及一场无关痛痒的欧联分组赛上阵，将于季后约满的基拔获外借到英冠榜末球会彼德堡直到球季结束，期间上阵10场。2010年夏季基拔约满阿仙奴成为自由球员，仅为母会合共上阵10场，英超「升班马」黑池有意罗致，其后前往-{zh-hans:谢菲尔德联; zh-hk:锡菲联;}-参加试训，惟未有获得录用。'
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>>> mode_name = 'liam168/qa-roberta-base-chinese-extractive'
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>>> model = AutoModelForQuestionAnswering.from_pretrained(mode_name)
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>>> tokenizer = AutoTokenizer.from_pretrained(mode_name)
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>>> QA = pipeline('question-answering', model=model, tokenizer=tokenizer)
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>>> QA_input = {'question': "卡利亚·基拔的职业是什么?",'context': context}
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>>> QA(QA_input)
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{'score': 0.9999, 'start': 20, 'end': 31, 'answer': '一名英格兰籍职业足球员'}
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```
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metadata.json
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{"hf_name":"eng-zho","source_languages":"eng","target_languages":"zho","opus_readme_url":"https:\/\/github.com\/Helsinki-NLP\/Tatoeba-Challenge\/tree\/master\/models\/eng-zho\/README.md","original_repo":"Tatoeba-Challenge","tags":["translation"],"languages":["en","zh"],"src_constituents":["eng"],"tgt_constituents":["cmn_Hans","nan","nan_Hani","gan","yue","cmn_Kana","yue_Hani","wuu_Bopo","cmn_Latn","yue_Hira","cmn_Hani","cjy_Hans","cmn","lzh_Hang","lzh_Hira","cmn_Hant","lzh_Bopo","zho","zho_Hans","zho_Hant","lzh_Hani","yue_Hang","wuu","yue_Kana","wuu_Latn","yue_Bopo","cjy_Hant","yue_Hans","lzh","cmn_Hira","lzh_Yiii","lzh_Hans","cmn_Bopo","cmn_Hang","hak_Hani","cmn_Yiii","yue_Hant","lzh_Kana","wuu_Hani"],"src_multilingual":false,"tgt_multilingual":false,"prepro":" normalization + SentencePiece (spm32k,spm32k)","url_model":"https:\/\/object.pouta.csc.fi\/Tatoeba-MT-models\/eng-zho\/opus-2020-07-17.zip","url_test_set":"https:\/\/object.pouta.csc.fi\/Tatoeba-MT-models\/eng-zho\/opus-2020-07-17.test.txt","src_alpha3":"eng","tgt_alpha3":"zho","short_pair":"en-zh","chrF2_score":0.268,"bleu":31.4,"brevity_penalty":0.896,"ref_len":110468.0,"src_name":"English","tgt_name":"Chinese","train_date":"2020-07-17","src_alpha2":"en","tgt_alpha2":"zh","prefer_old":false,"long_pair":"eng-zho","helsinki_git_sha":"480fcbe0ee1bf4774bcbe6226ad9f58e63f6c535","transformers_git_sha":"2207e5d8cb224e954a7cba69fa4ac2309e9ff30b","port_machine":"brutasse","port_time":"2020-08-21-14:41"}
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