A survey of knowledge enhanced pre-trained language models
Pre-trained Language Models (PLMs) which are trained on large text corpus via self-
supervised learning method, have yielded promising performance on various tasks in …
supervised learning method, have yielded promising performance on various tasks in …
[HTML][HTML] A survey on deep learning for textual emotion analysis in social networks
S Peng, L Cao, Y Zhou, Z Ouyang, A Yang, X Li… - Digital Communications …, 2022 - Elsevier
Abstract Textual Emotion Analysis (TEA) aims to extract and analyze user emotional states
in texts. Various Deep Learning (DL) methods have developed rapidly, and they have …
in texts. Various Deep Learning (DL) methods have developed rapidly, and they have …
A general survey on attention mechanisms in deep learning
G Brauwers, F Frasincar - IEEE Transactions on Knowledge …, 2021 - ieeexplore.ieee.org
Attention is an important mechanism that can be employed for a variety of deep learning
models across many different domains and tasks. This survey provides an overview of the …
models across many different domains and tasks. This survey provides an overview of the …
Dialogxl: All-in-one xlnet for multi-party conversation emotion recognition
This paper presents our pioneering effort for emotion recognition in conversation (ERC) with
pre-trained language models. Unlike regular documents, conversational utterances appear …
pre-trained language models. Unlike regular documents, conversational utterances appear …
BiERU: Bidirectional emotional recurrent unit for conversational sentiment analysis
Sentiment analysis in conversations has gained increasing attention in recent years for the
growing amount of applications it can serve, eg, sentiment analysis, recommender systems …
growing amount of applications it can serve, eg, sentiment analysis, recommender systems …
Chatgpt is not enough: Enhancing large language models with knowledge graphs for fact-aware language modeling
Recently, ChatGPT, a representative large language model (LLM), has gained considerable
attention due to its powerful emergent abilities. Some researchers suggest that LLMs could …
attention due to its powerful emergent abilities. Some researchers suggest that LLMs could …