[PDF] Top 20 Dataset for the First Evaluation on Chinese Machine Reading Comprehension
Has 10000 "Dataset for the First Evaluation on Chinese Machine Reading Comprehension" found on our website. Below are the top 20 most common "Dataset for the First Evaluation on Chinese Machine Reading Comprehension".
Dataset for the First Evaluation on Chinese Machine Reading Comprehension
... CBT dataset also use an automatic way for data generation, there are several differences to the CNN/Daily Mail ...the first 20 consecutive sentences in a story as the Document and the following 21st ... See full document
5
A Span Extraction Dataset for Chinese Machine Reading Comprehension
... of Chinese machine reading compre- hension ...cloze-style reading compre- hension, Cui et al. (2016) proposed a Chinese cloze-style reading comprehension dataset: ... See full document
7
DuReader: a Chinese Machine Reading Comprehension Dataset from Real world Applications
... In some cases, multiple answers were merged into a single answer, when it was determined that the multiple answers were very similar to one another. Note that the answers to Entity questions and YesNo questions are more ... See full document
10
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
10
Evaluation Metrics for Machine Reading Comprehension: Prerequisite Skills and Readability
... In an alternative approach, Kintsch (1993) pro- posed two dichotomies for the classification of human inferences, including the knowledge-based inference assumed in the C–I model. The first di- chotomy is between ... See full document
12
Adaptations of ROUGE and BLEU to Better Evaluate Machine Reading Comprehension Task
... Currently, the criterion for comparing generated and gold answers is mostly based on lexical over- lap. For example, SQuAD uses exact-match ra- tio and word-level F1-score, while MS-MARCO and DuReader employ ROUGE-L ... See full document
7
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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Evidence Sentence Extraction for Machine Reading Comprehension
... Due to the lack of ground truth evidence sen- tence labels in most cases, we apply distant supervision to generate imperfect labels and then use them to train an evidence sentence extractor. To denoise the noisy labels, ... See full document
12
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 ... See full document
10
Adversarial Domain Adaptation for Machine Reading Comprehension
... for Machine Reading Com- prehension (MRC), where the source domain has a large amount of labeled data, while only unlabeled passages are available in the target ...are first generated for unlabeled ... See full document
11
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
8
Stochastic Answer Networks for Machine Reading Comprehension
... The recent big progress on MRC is largely due to the availability of the large-scale datasets (Ra- jpurkar et al., 2016; Nguyen et al., 2016; Richard- son et al., 2013; Hill et al., 2016), since it is possi- ble to train ... See full document
11
Evaluating Machine Reading Systems through Comprehension Tests
... innovations. First, there was a transition from traditional Question Answering based on shallow analysis of large document collections to a new focus involving deep analysis of individual ...the evaluation. ... See full document
5
CliCR: a Dataset of Clinical Case Reports for Machine Reading Comprehension
... the dataset in two ways. First, we report machine performance for several baselines and neural ...answer evaluation, we expand the answers with their respective synonyms from a medical ... See full document
13
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
9
A Reading Comprehension Corpus for Machine Translation Evaluation
... Statistical Machine Transla- tion (SMT) systems, one of the translation approaches con- sidered in this paper, we corrected the corpus to use ap- propriate hard returns for sentences, according to punctu- ation ... See full document
7
Explicit Utilization of General Knowledge in Machine Reading Comprehension
... we first study the relationship between the amount of general knowledge and the performance of ...KAR first rises until κ reaches 3 and then drops ... See full document
10
TriviaQA: A Large Scale Distantly Supervised Challenge Dataset for Reading Comprehension
... We present TriviaQA, a challenging reading comprehension dataset contain- ing over 650K question-answer-evidence triples. TriviaQA includes 95K question- answer pairs authored by trivia enthusi- asts ... See full document
11
Active Reading Comprehension: A Dataset for Learning the Question Answer Relationship Strategy
... product-based evaluation and is one of the performance-based assessments types (McTighe and Ferrara, ...process-based evaluation. Process-based evaluation does not emphasize the output of the ... See full document
7
NumNet: Machine Reading Comprehension with Numerical Reasoning
... human’s reading comprehension, which has not been well considered in existing machine reading comprehension (MRC) ...DROP dataset, outperforming all existing ma- chine ... See full document
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