Dawei Song
4 papers in the PaperMetrix corpus
Papers by this author
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Syntax-Aware Aspect-Level Sentiment Classification with Proximity-Weighted Convolution Network
2019
It has been widely accepted that Long Short-Term Memory (LSTM) network, coupled with attention mechanism and memory module, is useful for aspect-level sentiment classification. However, existing approaches largely rely on the modelling of semantic relatedness …
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A Survey of Quantum-cognitively Inspired Sentiment Analysis Models
2023 · ACM Computing Surveys
Quantum theory, originally proposed as a physical theory to describe the motions of microscopic particles, has been applied to various non-physics domains involving human cognition and decision-making that are inherently uncertain and exhibit certain non-classical, …
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XPrompt: Exploring the Extreme of Prompt Tuning
2022
Prompt tuning learns soft prompts to condition the frozen Pre-trained Language Models (PLMs) for performing downstream tasks in a parameter-efficient manner. While prompt tuning has gradually reached the performance level of fine-tuning as the model …
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Towards the Law of Capacity Gap in Distilling Language Models
2025
Language model (LM) distillation aims at distilling the knowledge in a large teacher LM to a small student one. As a critical issue facing LM distillation, a superior student often arises from a teacher of …