Cloze Test
28 papers with code • 2 benchmarks • 2 datasets
The cloze task refers to infilling individual words.
Benchmarks
These leaderboards are used to track progress in Cloze Test
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CodeXGLUE
Completion norms for 3085 English sentence contexts
Most implemented papers
Bidirectional Attention Flow for Machine Comprehension
Machine comprehension (MC), answering a query about a given context paragraph, requires modeling complex interactions between the context and the query.
ERNIE: Enhanced Representation through Knowledge Integration
We present a novel language representation model enhanced by knowledge called ERNIE (Enhanced Representation through kNowledge IntEgration).
Improving Language Understanding by Generative Pre-Training
huggingface/transformers
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Preprint 2018
We demonstrate that large gains on these tasks can be realized by generative pre-training of a language model on a diverse corpus of unlabeled text, followed by discriminative fine-tuning on each specific task.
CPM: A Large-scale Generative Chinese Pre-trained Language Model
However, applying GPT-3 to address Chinese NLP tasks is still challenging, as the training corpus of GPT-3 is primarily English, and the parameters are not publicly available.
CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
Benchmark datasets have a significant impact on accelerating research in programming language tasks.
LSDSem 2017: Exploring Data Generation Methods for the Story Cloze Test
UKPLab/lsdsem2017-story-cloze
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WS 2017
The Story Cloze test is a recent effort in providing a common test scenario for text understanding systems.
Narrative Modeling with Memory Chains and Semantic Supervision
liufly/narrative-modeling
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ACL 2018
Story comprehension requires a deep semantic understanding of the narrative, making it a challenging task.
Chengyu Cloze Test
We present a neural recommendation model for Chengyu, which is a special type of Chinese idiom.
Asking the Right Question: Inferring Advice-Seeking Intentions from Personal Narratives
To properly infer the narrator's intention, one needs to apply a certain degree of common sense and social intuition.
ChID: A Large-scale Chinese IDiom Dataset for Cloze Test
chujiezheng/ChID-Dataset
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ACL 2019
Cloze-style reading comprehension in Chinese is still limited due to the lack of various corpora.
