Chinese table semantic parsing dataset

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August undefined, 2024

WebSpider: A Large-Scale Human-Labeled Dataset for Complex and Cross-Domain Semantic Parsing and Text-to-SQL Task Tao Yu , Rui Zhang, Kai Yang, Michihiro Yasunaga, Dongxu Wang, Zifan Li, James Ma, Irene Li, … WebFeb 28, 2024 · A Deep Learning-Based Chinese Semantic Parser for the Almond V irtual Assistant Shih-wei Liao 1 , Cheng-Han Hsu 1 , Jeng-Wei Lin 2, * , Yi-T ing W u 2 and Fang-Yie Leu 3, *

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WebJun 9, 2024 · Most available semantic parsing datasets, comprising of pairs of natural utterances and logical forms, were collected solely for the purpose of training and evaluation of natural language... WebMSParS is a large-scale dataset for the open domain semantic parsing task. The whole dataset consists of 81,826 samples annotated by native English speakers. ... Here is a table shows the nubmers and ratios of … side dish for carrot rice

(PDF) TableQA: a Large-Scale Chinese Text-to-SQL …

WebSDCUP: Schema Dependency Enhanced Curriculum Pre-Training for Table Semantic Parsing Introduction. We design a schema dependency pre-training objective to impose the desired inductive bias into the learned representations for table pre-training. WebApr 10, 2024 · table 4 describes our main results.our weakly-supervised semantic parser with re-ranking (w.+disc) obtains 84.0 accuracy and 65.0 consistency on the public test set and 82.5 accuracy and 63.9 on the hidden one, improving accuracy by 14.7 points compared to state-of-theart.the accuracy of the rule-based parser (rule) is less than 2 … WebMar 12, 2024 · CSpider is a large Chinese dataset for complex and cross-domain semantic parsing and text-to-SQL task (natural language interfaces for relational databases). It is released with our EMNLP 2024 … the pingles

A Pilot Study for Chinese SQL Semantic Parsing - ResearchGate

Spider: A Large-Scale Human-Labeled Dataset for Complex and …

Webtable combination with the highest score will be treated as the related tables of the question. 2.3 Knowledge-Enhanced Semantic Parser Semantic parsers usually follow the encoder-decoder framework, where the encoder is used to encode the question and its related tables, and the decoder is used to generate structure query language … WebSep 30, 2024 · In this paper, we give the overview of the open domain semantic parsing shared task in NLPCC 2024. We first review existing semantic parsing datasets. Then, we describe open domain semantic parsing shared task in this year’s NLPCC, especially focusing on the dataset construction. The evaluation results of submissions from … the pingle academy staffWeband cross-domain semantic parsing and text-to-SQL dataset annotated by 11 college stu-dents. It consists of 10,181 questions and 5,693 unique complex SQL queries on 200 databases with multiple tables, covering 138 different domains. We deﬁne a new complex and cross-domain semantic parsing and text-to-SQL task where different complex SQL the pingle academy parents evening

"WebText2SQL. Text to SQL ( 以下简称Text2SQL)，是将自然语言文本（Text）转换成结构化查询语言SQL的过程，属于自然语言处理-语义分析（Semantic Parsing）领域中的子任务。. 它的目的可以简单概括为： “ … " - Chinese table semantic parsing dataset

Chinese table semantic parsing dataset

Traditional Chinese Synthetic Datasets Verified with Labeled Data for Sc…

WebDec 2, 2024 · The common method for this task is to transform the natural language into structured query language (SQL), which is referred to as semantic parsing. In this paper, we propose a two-stage model for semantic parsing in large financial databases. The two-stage model consists of an integrated table retriever that is used to retrieve related … WebDec 11, 2024 · In these methods, tables and questions are first converted into logical forms by semantic parsing, and then the answer is extracted by querying the table. Since pre-defined logical forms and rules are required to perform table semantic parsing, such constraints might cause unexpected loss of information during the conversion process.

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WebMTOP Dataset: We release an almost-parallel multilingual task-oriented semantic parsing dataset covering 6 languages and 11 do-mains. To the best of our knowledge, this is the ﬁrst multilingual dataset which contains compositional representations that allow com-plex nested queries. We build strong benchmarks on the released WebNov 11, 2024 · We propose CLC-QuAD, the first large scale complex Chinese semantic parsing dataset over Wikidata to address these challenges. Together with the dataset, we present a text-to-SPARQL baseline model, which can effectively answer multi-type complex questions, such as factual questions, dual intent questions, boolean questions, and …

WebJun 10, 2024 · TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation. Parsing natural language to corresponding SQL (NL2SQL) with data driven … WebSep 29, 2024 · We firstly introduce the motivation of providing Chinese semantic dependency parsing task, and then describe the task in detail including data …

WebOct 31, 2024 · In this work, we present Chase, a large-scale and pragmatic Chinese dataset for XDTS. It consists of 5,459 coherent question sequences (17,940 questions with their … WebNov 3, 2024 · Word segmentation is an essential and challenging task in natural language processing, especially for the Chinese language due to its high linguistic complexity. Existing methods for Chinese word segmentation, including statistical machine learning methods and neural network methods, usually have good performance in specific …

WebMay 16, 2024 · 5. LATIC Dataset. LACTIC is an annotated non-native speech database for Chinese, which is fully open-source. The related using area can be automatic speech …

WebMar 3, 2024 · In this paper, we propose a Chinese multi-turn topic-driven conversation dataset, NaturalConv, which allows the participants to chat anything they want as long as … the pingle academy derbyshireWebDataset is a cross-domain wizard-of-oz task-oriented dataset. It contains dialogue sessions and utterances for 5 domains: hotel, restaurant, attraction, metro, and taxi. Chinese … the pingle quornWebApr 11, 2024 · table 4 describes our main results.our weakly-supervised semantic parser with re-ranking (w.+disc) obtains 84.0 accuracy and 65.0 consistency on the public test set and 82.5 accuracy and 63.9 on the hidden one, improving accuracy by 14.7 points compared to state-of-theart.the accuracy of the rule-based parser (rule) is less than 2 … side dish for chicken sausageWebApr 14, 2024 · These semantic patterns can be viewed as a kind of abstraction extracted from raw data but without human efforts in designing rules or grammar. Then we utilize … the pingle rugeleyWebApr 14, 2024 · Answering questions in a university’s entrance examination like Gaokao in China challenges AI technology. 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 … side dish for chicken marbellaWebApr 11, 2024 · Chinese Journal of Electronics; Cognitive Computation and Systems ... including pyramid stereo macthing network (PSMNet), AANet, and AANet+, on our synthetic dataset. As illustrated in Table 1, our proposed model achieved the state-of-the-art results on ... a geometric projection to get the incomplete BEV semantic map, and a parse … side dish for casseroleWeb80 rows · Yale Semantic Parsing and Text-to-SQL Challenge What is Spider? Spider is a large-scale complex and cross-domain semantic parsing and text-to-SQL dataset annotated by 11 Yale students. The … side dish for chicken a la king