Selected CPC groups for text classification tasks. حسب Serhad Sarica (11238102)

الموضوعات:

Existing text classification techniques and their advantages and disadvantages. حسب Bowen Zeng (3225588)

Bi-LSTM-based classification model that utilizes tag-and-text. حسب Sumi Kato (5497337)

Framework of Chinese text sentiment classification model based on CNN. حسب Ganggang Guo (48117)

Representation of a downstream classification task using transformer models. حسب Joan C Timoneda (20766287)

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Comparison of classification models. حسب Mark Mets (18452224)

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Crowdsourced datasets to study the generation and impact of text highlighting in classification tasks حسب Jorge Ramírez (7441223)

"…Here we present the datasets derived from our experiments on using crowdsourcing for document classification tasks. These experiments resemble a two-step process that first highlights excerpts from the text and then leverage these to workers for classification. …"

Classification results of classifiers using fastText. حسب Khaled Alnowaiser (16715375)

Visualization of the classification task. حسب Viviane Walker (22647835)

"…<div><p>Empirical research in the social sciences is often interested in understanding actor stances; the positions that social actors take regarding normative statements in societal discourse. In automated text analysis applications, the classification task of stance detection remains challenging. …"

Comparative experiment of transformer model and improved model. حسب Xuyang Wang (1723648)

الموضوعات:

Transformer model diagram. حسب Xuyang Wang (1723648)

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skip-gram model. حسب Xuyang Wang (1723648)

الموضوعات:

Macro average of precision, recall and accuracy of multi-class text classification (LSTM) task predictions. حسب Serhad Sarica (11238102)

الموضوعات:

Model recall ratio comparison. حسب Xuyang Wang (1723648)

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Comparison of model digestion time. حسب Xuyang Wang (1723648)

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The architecture of the proposed model for sentiment classification. حسب Noura A. Semary (5189651)

الموضوعات:

Multi-head attention model with rawkeys variable. حسب Xuyang Wang (1723648)

الموضوعات:

Classification accuracy for different models and arrangements. حسب Giovana D. da Silva (18452198)

الموضوعات:

Bi-LSTM-based classification model using tags. حسب Sumi Kato (5497337)

Zero-shot classification accuracy of standalone LLMs on the full-text FIREAR dataset. حسب Heng Peng (508975)