Probability

material ID: probability

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Publication: TIPSTER (1993)

DOI: nan

In Data Oriented Parsing (DOP), an annotated corpus is used as a stochastic grammar. An input string is parsed by combining subtrees from the corpus. As a consequence, one parse …...

43701

Improving Language Model Size Reduction using Better Pruning Criteria

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Reducing language model (LM) size is a critical issue when applying a LM to realistic applications which have memory constraints. In this paper, three measures are studied for the purpose …...

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YNU-HPCC at SemEval-2018 Task 12: The Argument Reasoning Comprehension Task Using a Bi-directional LSTM with Attention Model

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AbstractAn argument is divided into two parts, the claim and the reason. To obtain a clearer conclusion, some additional explanation is required. In this task, the explanations are called warrants. …...

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DoLFIn: Distributions over Latent Features for Interpretability

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AbstractInterpreting the inner workings of neural models is a key step in ensuring the robustness and trustworthiness of the models, but work on neural network interpretability typically faces a trade-off: …...

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Learning To Retrieve Prompts for In-Context Learning

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AbstractIn-context learning is a recent paradigm in natural language understanding, where a large pre-trained language model (LM) observes a test instance and a few training examples as its input, and …...

21218