Papers by Chenshuo Wang
Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation (2022.findings-emnlp)
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| Challenge: | Existing methods for video-grounded dialogue generation do not allow information from different modalities to complement each other. |
| Approach: | They propose a video-grounded dialogue generation model that integrates video data into pre-trained language models to allow information from different modalities to complement each other. |
| Outcome: | The proposed model outperforms state-of-the-art models on automatic and human evaluations on two public datasets. |
Smart Word Suggestions for Writing Assistance (2023.findings-acl)
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| Challenge: | Using word suggestions, writing assistance is a widely used application of natural language processing (NLP) . a task is performed to identify words or phrases that require improvement and provide substitution suggestions for each improvable target. |
| Approach: | They propose a task and benchmark to help writers improve word usage . they use human-labeled data and a distantly supervised dataset for testing . |
| Outcome: | The proposed task and benchmark aims to improve word usage in writing aids. |