Chinese table semantic parsing dataset

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August undefined, 2024

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, * 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 …

Research on Answer Generation for Chinese Gaokao Reading

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 … Web80 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 … diagram of a rectangular prism

Title: TableQA: a Large-Scale Chinese Text-to-SQL Dataset …

Web13 rows · The Chinese SQL Semantic Parsing Dataset CSpider 1.0 The Chinese Semantic Parsing and Text-to-SQL Challenge What is CSpider? CSpider is a Chinese … 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 … Weband 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 diagram of a road

A Pilot Study for Chinese SQL Semantic Parsing - ACL Anthology

(PDF) A Deep Learning-Based Chinese Semantic Parser for

WebApr 15, 2024 · Tongue diagnosis plays an important role in traditional Chinese medicine (TCM) because of noninvasive for health assessment. ... including the public tongue … WebApr 14, 2024 · 3.4 Semantic-Driven Instance Generation. So far, the remaining is how to generate new instances for Table QA prompted by the extracted semantic patterns. In our model, a SQL generator and a question generator are devised to resolve. The SQL generator is modified from a text-to-SQL parser RATSQL [ 24 ]. cinnamon hotels downsouth cinnamon hotels online

"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. " - Chinese table semantic parsing dataset

Chinese table semantic parsing dataset

GitHub - yechens/NL2SQL: Text2SQL 语义解析数据集、解 …

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 … 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 …

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WebApr 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 … 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.

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 … 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 …

WebOct 23, 2024 · Our proposed approach consists of: (1) a novel data abstraction step before the parser to make parsing table-agnosticism; (2) a set of semantic rules for parsing abstracted data-analysis questions to intermediate logic forms as tree derivations to reduce the search space; (3) a neural-based model as a local scoring function on a span-based ... 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 approaches like deep neural networks …

WebDataset 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 …

Webcomplex Chinese semantic parsing dataset over Wikidata to address these challenges. To-gether with the dataset, we present a text-to-SPARQL baseline model, which can … cinnamon hotels in nuwara eliyaWebSep 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 … diagram of a ribosomeWebApr 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 … diagram of a red blood cell labeledWebDec 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 … cinnamon hotels reservationsWebSep 30, 2024 · We use the SemEval-2016 Task 9: Chinese Semantic Dependency Graph Parsing dataset as our benchmark dataset. It contains two distinguished corpora in the domain of NEWS and TEXTBOOKS (from primary school textbooks). We follow the official evaluation setup. diagram of armpit lymph nodesWebMar 19, 2024 · DOI: 10.1145/3447548.3467418 Corpus ID: 232290492; Controllable Generation from Pre-trained Language Models via Inverse Prompting @article{Zou2024ControllableGF, title={Controllable Generation from Pre-trained Language Models via Inverse Prompting}, author={Xu Zou and Da Yin and Qingyang Zhong and … cinnamon hotels missionWebSpider: 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, … diagram of arm bones