Search Results for author: Namgi Han

Found 3 papers, 1 papers with code

A Multi-Perspective Analysis of Memorization in Large Language Models

no code implementations19 May 2024 Bowen Chen, Namgi Han, Yusuke Miyao

One of those behaviors is memorization, in which LLMs can generate the same content used to train them.

Memorization

An empirical analysis of existing systems and datasets toward general simple question answering

1 code implementation COLING 2020 Namgi Han, Goran Topic, Hiroshi Noji, Hiroya Takamura, Yusuke Miyao

Our analysis, including shifting of training and test datasets and training on a union of the datasets, suggests that our progress in solving SimpleQuestions dataset does not indicate the success of more general simple question answering.

Natural Language Understanding Question Answering

Analyzing Word Embedding Through Structural Equation Modeling

no code implementations LREC 2020 Namgi Han, Katsuhiko Hayashi, Yusuke Miyao

Many researchers have tried to predict the accuracies of extrinsic evaluation by using intrinsic evaluation to evaluate word embedding.

Word Embeddings

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