Chinese machine reading comprehension

Author: daek

August undefined, 2024

WebOct 17, 2024 · Machine Reading Comprehension (MRC) has become enormously popular recently and has attracted a lot of attention. However, the existing reading comprehension datasets are mostly in English. In this paper, we introduce a Span-Extraction dataset for Chinese Machine Reading Comprehension to add language diversities in this area. Weblarge-scale, open-domain Chinese ma-chine reading comprehension (MRC) dataset, designed to address real-world MRC. DuReader has three advantages over previous MRC datasets: (1) data sources: questions and documents are based on Baidu Search and Baidu Zhi-dao1; answers are manually generated. (2) question types: it provides rich

MRCAug: Data Augmentation via Machine Reading Comprehension …

WebJan 1, 2024 · Machine reading comprehension (MRC) tasks have attracted substantial attention from both academia and industry. These tasks require a machine reader to answer questions relevant to a given document provided as input (Poon et … WebAug 8, 2024 · Machine reading comprehension (MRC) is a typical natural language processing (NLP) task and has developed rapidly in the last few years. Various reading … ctv tv young sheldon

(PDF) AT-CRF: A Chinese Reading Comprehension Algorithm …

WebDelta Reading Comprehension Dataset (DRCD) is an open domain traditional Chinese machine reading comprehension (MRC) dataset. This dataset aimed to be a standard Chinese machine reading comprehension dataset, which can be a source dataset in transfer learning. WebSep 7, 2024 · We conduct experiments on two public Chinese emotion datasets. The empirical results show that the BERT-based machine reading comprehension extraction model with multi-task learning achieves a boost over off-the-shelf sequence labeling models and named entity recognition models. Contributions. Our contributions can be … WebMachine Reading Comprehension. 165 papers with code • 4 benchmarks • 40 datasets. Machine Reading Comprehension is one of the key problems in Natural Language Understanding, where the task is to read and comprehend a given text passage, and then answer questions based on it. Source: Making Neural Machine Reading … easiest place to borrow money

Light Pre-Trained Chinese Language Model for NLP Tasks

WebNov 21, 2024 · Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension. dialogue dataset machine-reading-comprehension Updated Apr 20, … WebOct 17, 2024 · Machine Reading Comprehension (MRC) has become enormously popular recently and has attracted a lot of attention. However, the existing reading … ctv tv news winnipegWebSep 30, 2024 · 2.2 Related Chinese Machine Comprehension Data Sets. There are relatively few data sets for machine reading for Chinese. describes a cloze test style data set for Chinese which is generated by automatically masking certain words in the text, and thus do not require manual human annotation. Systems are tested to see if they can … easiest places to teach english abroad

"WebOct 19, 2024 · The entity recognition of Chinese electronic medical record is of great significance to medical decision-making. The main process of entity recognition is sequence tagging, which has problems such as nested entity and boundary prediction. In this paper, we proposed a NER method called Bert-MRC-Biaffine, which formulates the NER as an … " - Chinese machine reading comprehension

Chinese machine reading comprehension

WebAug 27, 2024 · To address the problem of poor semantic reasoning of models in multiple-choice Chinese machine reading comprehension (MRC), this paper proposes an MRC model incorporating multi-granularity semantic reasoning. In this work, we firstly encode articles, questions and candidates to extract global reasoning information; secondly, we … WebDec 18, 2024 · The Third Evaluation Workshop on Chinese Machine Reading Comprehension (CMRC 2024) Host: CIPS-CL, Joint Laboratory of HIT and iFLYTEK Research (HFL), iFLYTEK Co. Ltd. Competition …

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WebDec 13, 2024 · We present Native Chinese Reader (NCR), a new machine reading comprehension (MRC) dataset with particularly long articles in both modern and classical Chinese. NCR is collected from the exam questions for the Chinese course in China's high schools, which are designed to evaluate the language proficiency of native Chinese youth.

WebJun 4, 2024 · This dataset aimed to be a standard Chinese machine reading comprehension dataset, which can be a source dataset in transfer learning. The … WebApr 14, 2024 · In this paper, we focus on answer generation task in QA of Chinese reading comprehension in Gaokao, and propose a method that combines the pre-trained model CPT and Integer Linear Programming. First, our method employs CPT to retrieve answer sentences that containing important information. Secondly, the sentences output by the …

WebClassical Chinese Primer is meant to be an attempt to address the urgent need in the teaching and learning of Classical Chinese. Designed for those who have studied Modern Chinese for one or two years, but who have had no exposure to Classical Chinese before, Classical Chinese Primer is in a set of two volumes: the reader itself and a workbook. WebMar 21, 2024 · However, due to the complicated structure of an event, human annotation for this task is costly, and the issue of inadequacy of training data has long hampered the study. In this study, we propose a novel approach to mitigating the data sparsity problem faced by document-level EAE, by linking the task with machine reading comprehension (MRC).

WebNov 14, 2024 · Experiments were conducted on the two Chinese machine reading comprehension datasets, CMRC2024 and DuReader-checklist, and the results showed that, compared with the baseline model, the F1 scores ...

WebOct 17, 2024 · In this paper, a Chinese reading comprehension algorithm, called the Attention and Conditional Random Filed (AT-CRF) Reader, is proposed to address the above challenges. Firstly, RoBERTa, a... ctv twoWebSep 30, 2024 · Chinese and English are rich-resource language pairs, in order to study low-resource cross-lingual machine reading comprehension (XMRC), besides defining the common XCMRC task which has no restrictions on use of external language resources, we also define the pseudo low-resource XCMRC task by limiting the language resources to … easiest place to cash a checkWebSep 30, 2024 · Chinese and English are rich-resource language pairs, in order to study low-resource cross-lingual machine reading comprehension (XMRC), besides defining the … easiest place to cash a fake check onlineWebApr 21, 2024 · In this paper, we present the first free-form multiple-Choice Chinese machine reading Comprehension dataset (C^3), containing 13,369 documents (dialogues or more formally written mixed-genre texts) and their associated 19,577 multiple-choice free-form questions collected from Chinese-as-a-second-language examinations. easiest places to get a tattooWebThese leaderboards are used to track progress in Chinese Reading Comprehension. Trend. Dataset. Best Model. Paper. Code. Compare. CMRC 2024 (Chinese Machine … ctv two londonWebApr 11, 2024 · Krashen (2024) emphasizes comprehension reading (input) is an effective method of improving reading, since comprehension may facilitate language acquisition . Additionally, Swain emphasizes the output beyond the user’s current linguistic level by using new forms in the second language so that the learners are able to noticing gaps in their … easiest place to get obsidian arkWebDec 16, 2024 · In the Chinese Reading Comprehension Series (汉语阅读理解), we are going to learn reading some of the famous and selected Chinese short stories (中国短 … ctv two promo