mlsanityData to 7 Oct 2026

DRCD: a Chinese Machine Reading Comprehension Dataset

arXiv 1806.00920 ↗First posted 4 Jun 2018cs.CLcited by 57

Not on the map. Why?

Abstract (arXiv)

In this paper, we introduce DRCD (Delta Reading Comprehension Dataset), 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. The dataset contains 10,014 paragraphs from 2,108 Wikipedia articles and 30,000+ questions generated by annotators. We build a baseline model that achieves an F1 score of 89.59%. F1 score of Human performance is 93.30%.

Key facts. Cited by 57 papers in the map (data through 7 Oct 2026). First posted on arXiv 4 Jun 2018.

Builds on

No reference list yet.

Built on by

Cited by year (2026 to 7 Oct)

Citing papers per year: 2021: 15; 2022: 8; 2023: 13; 2024: 7; 2025: 10; 2026: 4.

57 papers.

Sort:

By area:

  1. 2023A Comprehensive Overview of Large Language Modelscited by 639
  2. 2021ERNIE 3.0: Large-scale Knowledge Enhanced Pre-training for Language Understanding and Generationcited by 258
  3. 2021PanGu-α: Large-scale Autoregressive Pretrained Chinese Language Models with Auto-parallel Computationcited by 134
  4. 2021QA Dataset Explosion: A Taxonomy of NLP Resources for Question Answering and Reading Comprehensioncited by 91
  5. 2021CPT: A Pre-Trained Unbalanced Transformer for Both Chinese Language Understanding and Generationcited by 81
  6. 2023PanGu-Sigma: Towards Trillion Parameter Language Model with Sparse Heterogeneous Computingcited by 55
  7. 2024CyberMetric: A Benchmark Dataset based on Retrieval-Augmented Generation for Evaluating LLMs in Cybersecurity Knowledgecited by 55
  8. 2021ERNIE 3.0 Titan: Exploring Larger-scale Knowledge Enhanced Pre-training for Language Understanding and Generationcited by 45
  9. 2025KaLM-Embedding-V2: Superior Training Techniques and Data Inspire A Versatile Embedding Modelcited by 35
  10. 2022PERT: Pre-training BERT with Permuted Language Modelcited by 23
  11. 2022WeLM: A Well-Read Pre-trained Language Model for Chinesecited by 19
  12. 2021Revisiting the Boundary between ASR and NLU in the Age of Conversational Dialog Systemscited by 15
38 more
  1. 2023ChatPLUG: Open-Domain Generative Dialogue System with Internet-Augmented Instruction Tuning for Digital Humancited by 14
  2. 2021MergeDistill: Merging Pre-trained Language Models using Distillationcited by 13
  3. 2023Advancing the Evaluation of Traditional Chinese Language Models: Towards a Comprehensive Benchmark Suitecited by 13
  4. 2022Multitask Pre-training of Modular Prompt for Chinese Few-Shot Learningcited by 11
  5. 2022LERT: A Linguistically-motivated Pre-trained Language Modelcited by 10
  6. 2023Extending the Pre-Training of BLOOM for Improved Support of Traditional Chinese: Models, Methods and Resultscited by 10
  7. 2021Compositional Generalization in Multilingual Semantic Parsing over Wikidatacited by 9
  8. 2022Gradient-based Intra-attention Pruning on Pre-trained Language Modelscited by 9
  9. 2023GLM-Dialog: Noise-tolerant Pre-training for Knowledge-grounded Dialogue Generationcited by 9
  10. 2023OpenBA: An Open-sourced 15B Bilingual Asymmetric seq2seq Model Pre-trained from Scratchcited by 7
  11. 2025DAT: Dynamic Alpha Tuning for Hybrid Retrieval in Retrieval-Augmented Generationcited by 7
  12. 2021Are Multilingual BERT models robust? A Case Study on Adversarial Attacks for Multilingual Question Answeringcited by 6
  13. 2025Characterizing Bias: Benchmarking Large Language Models in Simplified versus Traditional Chinesecited by 6
  14. 2021A Survey on non-English Question Answering Datasetcited by 5
  15. 2023PCoQA: Persian Conversational Question Answering Datasetcited by 5
  16. 2023ZhuJiu: A Multi-dimensional, Multi-faceted Chinese Benchmark for Large Language Modelscited by 4
  17. 2024Breeze-7B Technical Reportcited by 4
  18. 2025AQuilt: Weaving Logic and Self-Inspection into Low-Cost, High-Relevance Data Synthesis for Specialist LLMscited by 4
  19. 2023MiniRBT: A Two-stage Distilled Small Chinese Pre-trained Modelcited by 3
  20. 2025ALoFTRAG: Automatic Local Fine Tuning for Retrieval Augmented Generationcited by 3
  21. 2021Improving Low-resource Reading Comprehension via Cross-lingual Transposition Rethinkingcited by 2
  22. 2021Native Chinese Reader: A Dataset Towards Native-Level Chinese Machine Reading Comprehensioncited by 2
  23. 2022CLOWER: A Pre-trained Language Model with Contrastive Learning over Word and Character Representationscited by 2
  24. 2024Measuring Taiwanese Mandarin Language Understandingcited by 2
  25. 2025COLE: a Comprehensive Benchmark for French Language Understanding Evaluationcited by 2
  26. 2025End-to-end Contrastive Language-Speech Pretraining Model For Long-form Spoken Question Answeringcited by 2
  27. 2021Improving Cross-Lingual Reading Comprehension with Self-Trainingcited by 1
  28. 2021A Multilingual Modeling Method for Span-Extraction Reading Comprehensioncited by 1
  29. 2022Robust Domain Adaptation for Machine Reading Comprehensioncited by 1
  30. 2023QASnowball: An Iterative Bootstrapping Framework for High-Quality Question-Answering Data Generationcited by 1
  31. 2023Towards Robust Text Retrieval with Progressive Learningcited by 1
  32. 2024LFED: A Literary Fiction Evaluation Dataset for Large Language Modelscited by 1
  33. 2025Developing and Utilizing a Large-Scale Cantonese Dataset for Multi-Tasking in Large Language Modelscited by 1
  34. 2025Measuring Hong Kong Massive Multi-Task Language Understandingcited by 1
  35. 2021Roof-Transformer: Divided and Joined Understanding with Knowledge Enhancementcited by 0
  36. 2022Exploiting Word Semantics to Enrich Character Representations of Chinese Pre-trained Modelscited by 0
  37. 2023An Adaptive Framework of Geographical Group-Specific Network on O2O Recommendationcited by 0
  38. 2024Code-Based English Models Surprising Performance on Chinese QA Pair Extraction Taskcited by 0

50 most cited of 57 All 57 (JSON)