[PDF] Top 20 A Span Extraction Dataset for Chinese Machine Reading Comprehension
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A Span Extraction Dataset for Chinese Machine Reading Comprehension
... proposed dataset are com- pletely annotated by human experts, which is dif- ferent from previous works that rely on the auto- matic data generation (Hermann et ...500 Chinese words, where the word is ... See full document
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RACE: Large scale ReAding Comprehension Dataset From Examinations
... new dataset for benchmark evaluation of methods in the reading comprehension ...school Chinese students in the age range between 12 to 18, RACE con- sists of near 28,000 passages and near ... See full document
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Read + Verify: Machine Reading Comprehension with Unanswerable Questions
... The ability to comprehend text and answer questions is crucial for natural language processing. Due to the cre- ation of various large-scale datasets (Hermann et al. 2015; Nguyen et al. 2016; Joshi et al. 2017; Koˇcisk`y ... See full document
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Improving Machine Reading Comprehension with General Reading Strategies
... ated span-based candidate answers from the existing reference documents (Section ...MRC dataset RACE (Lai et ...of reading skills such as commonsense and multi-sentence reasoning ... See full document
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Cross Lingual Machine Reading Comprehension
... on Machine Reading Comprehension (MRC) task, most of the previous works are solving English-based MRC problems, and there are few efforts on other languages mainly due to the lack of large-scale ... See full document
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Quoref: A Reading Comprehension Dataset with Questions Requiring Coreferential Reasoning
... Machine comprehension of texts longer than a single sentence often requires coreference ...current reading comprehension benchmarks do not contain complex coreferential phenomena and hence ... See full document
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Explicit Utilization of General Knowledge in Machine Reading Comprehension
... Machine Reading Comprehension (MRC), as the name suggests, requires a machine to read a pas- sage and answer its relevant questions. Since the answer to each question is supposed to stem from ... See full document
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Zero Shot Relation Extraction via Reading Comprehension
... isting reading-comprehension problem formula- tions assume the answer to the question is always present in the given ...for reading comprehension (Seo et ...as machine reading ... See full document
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Datasets for Machine Reading Comprehension: A Literature Review
... of reading comprehension, this kind of datasets, which originates from Cloze style[1] questions, firstly provide the system with a large amount of documents or passages, and then feed it with questions ... See full document
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ChID: A Large scale Chinese IDiom Dataset for Cloze Test
... Cloze-style reading comprehension in Chinese is still limited due to the lack of various cor- ...large-scale Chinese cloze test dataset ChID, which stud- ies the comprehension of ... See full document
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Stochastic Answer Networks for Machine Reading Comprehension
... RC dataset which contains 100,100 (100K) queries collected from anonymized user logs from the Bing search ...a span in MS MARCO’s passages that maximizes the ROUGE-L score with the raw free- form ... See full document
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MCTest: A Challenge Dataset for the Open Domain Machine Comprehension of Text
... the machine comprehension of text. Previous work on machine comprehen- sion ...multiple-choice reading comprehension questions about fictional sto- ries, directly tackling the ... See full document
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Adversarial Domain Adaptation for Machine Reading Comprehension
... Domain adaptation has been successfully ap- plied to many tasks, such as image classifi- cation (Tzeng et al., 2017), speech recogni- tion (Doulaty et al., 2015), sentiment classifica- tion (Ganin et al., 2016; Li et ... See full document
11
Learning to Ask Unanswerable Questions for Machine Reading Comprehension
... To create training data for unanswerable ques- tion generation, we use (plausible) answer spans in paragraphs as pivots to align pairs of answer- able questions and unanswerable questions. As shown in Figure 1, the ... See full document
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Dataset for the First Evaluation on Chinese Machine Reading Comprehension
... Machine Reading Comprehension (MRC) has become enormously popular in recent research, which aims to teach the machine to comprehend human languages and answer the questions based on the ... See full document
5
Evidence Sentence Extraction for Machine Reading Comprehension
... for machine reading comprehension (Hewlett et ...FEVER dataset (Thorne et ...style machine reading comprehension tasks such as CBT (Hill et ... See full document
12
DuReader: a Chinese Machine Reading Comprehension Dataset from Real world Applications
... (2) question types: it provides rich annotations for more question types, especially yes-no and opinion questions, that leaves more opportunity for the research community. (3) scale: it contains 200K questions, 420K ... See full document
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Text ABSTRACT pdf
... Based on this technique, the first step is survey the content of the text. The purpose is to look for the chapter title, subtitle, heading, and sub heading. This survey is the process of becoming familiar with the broad ... See full document
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TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
... our dataset against previous datasets, we classified 100 question-evidence pairs each from Wikipedia and the Web according to the form of reasoning re- quired to answer ... See full document
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Active Reading Comprehension: A Dataset for Learning the Question Answer Relationship Strategy
... Computer system researchers have long been try- ing to imitate human cognitive skills like mem- ory (Hochreiter and Schmidhuber, 1997; Chung et al., 2014) and attention (Vaswani et al., 2017). These skills are essential ... See full document
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