Chinese machine reading comprehension

Author: zlij

August undefined, 2024

WebAug 8, 2024 · We propose a reading comprehension dataset automatic generation method based on knowledge graph (KG) and pretrained language models (PLMs). By using this method, we release the largest Chinese Medical Reading Comprehension dataset. We propose several baseline models based on our medical dataset CMedRC, such as … 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 …

machine-reading-comprehension · GitHub Topics · GitHub

WebOct 2, 2024 · Two of them are classification datasets, one of them is Name Entity Recognition dataset and the last one is Machine Reading Comprehension dataset. All the dataset used in this task are Chinese and the details about them will be described in Sect. 3. The participants should train a pre-trained model and fine-tune it over … 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. theory of 2 swords

DRCD Dataset Papers With Code

WebDec 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 … 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 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 … theory of 3-d superjunction mosfet

A Chinese Machine Reading Comprehension Dataset Automatic …

Investigating Prior Knowledge for Challenging Chinese Machine Reading ...

WebPractice reading. Some of our students do well in other areas for Chinese, but don’t put in much effort for doing Chinese comprehension practices. That’s the main reason why … Web11 rows · These leaderboards are used to track progress in Chinese Reading Comprehension. Trend. Dataset. Best Model. Paper. Code. Compare. CMRC 2024 … theory of 42WebNov 21, 2024 · Investigating Prior Knowledge for Challenging Chinese Machine Reading Comprehension. dialogue dataset machine-reading-comprehension Updated Apr 20, … shrubs that require lots of water

"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 … " - Chinese machine reading comprehension

Chinese machine reading comprehension

XCMRC: Evaluating Cross-Lingual Machine Reading …

WebApr 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 … WebSep 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 …

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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 … WebSep 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 …

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 WebJan 1, 2024 · Abstract. Machine reading comprehension tasks require a machine reader to answer questions relevant to the given document. In this paper, we present the first …

WebApr 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. 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 …

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...

shrubs that smell goodWebJul 8, 2016 · Reading comprehension has embraced a booming in recent NLP research. Several institutes have released the Cloze-style reading comprehension data, and these have greatly accelerated the research of machine comprehension. theory of abaquinWebApr 7, 2024 · Owing to the continuous efforts by the Chinese NLP community, more and more Chinese machine reading comprehension datasets become available. To add diversity in this area, in this paper, we propose a new task called Sentence Cloze-style Machine Reading Comprehension (SC-MRC). theory of 4 learning stylesWeb2 days ago · This paper introduces DuReader, a new large-scale, open-domain Chinese machine reading comprehension (MRC) dataset, designed to address real-world … shrubs that produce red berriesWebMachine 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 … theory of abdellah in this caseWebOct 17, 2024 · Machine Reading Comprehension (MRC) has become enormously popular recently and has attracted a lot of attention. However, the existing reading … shrubs that snakes hateWebchine reading comprehension. We evaluate our proposed method on the Chinese machine reading comprehension da-taset CMRC2024 and greatly improve the … theory of 5 dog grooming