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61
The Effect of Round-Trip Translation on Fairness in Sentiment Analysis ...
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62
Multimodal Phased Transformer for Sentiment Analysis ...
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63
MATE: Multi-view Attention for Table Transformer Efficiency ...
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64
Argument Pair Extraction with Mutual Guidance and Inter-sentence Relation Graph ...
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65
Classifying Dyads for Militarized Conflict Analysis ...
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66
Joint Multi-modal Aspect-Sentiment Analysis with Auxiliary Cross-modal Relation Detection ...
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67
Comparative Opinion Quintuple Extraction from Product Reviews ...
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68
PASTE: A Tagging-Free Decoding Framework Using Pointer Networks for Aspect Sentiment Triplet Extraction ...
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69
Natural language processing as a tool to identify the Reddit particularities of cancer survivors around the time of diagnosis and remission: A pilot study ...
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70
Does Social Pressure Drive Persuasion in Online Fora? ...
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71
A Large-Scale Dataset for Empathetic Response Generation ...
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72
YASO: A Targeted Sentiment Analysis Evaluation Dataset for Open-Domain Reviews ...
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73
Sample Selection Guided by Domain and Task for Cross-Domain Targeted Sentiment Analysis ...
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74
Learning Implicit Sentiment in Aspect-based Sentiment Analysis with Supervised Contrastive Pre-Training ...
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75
Improving Multimodal Fusion with Hierarchical Mutual Information Maximization for Multimodal Sentiment Analysis ...
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76
Dimensional Emotion Detection from Categorical Emotion ...
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77
Beta Distribution Guided Aspect-aware Graph for Aspect Category Sentiment Analysis with Affective Knowledge ...
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78
Unimodal and Crossmodal Refinement Network for Multimodal Sequence Fusion ...
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79
Reinforced Counterfactual Data Augmentation for Dual Sentiment Classification ...
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80
Seeking Common but Distinguishing Difference, A Joint Aspect-based Sentiment Analysis Model ...
Abstract: Anthology paper link: https://aclanthology.org/2021.emnlp-main.318/ Abstract: Aspect-based sentiment analysis (ABSA) task consists of several subtasks. Aspect sentiment triplet extraction (ASTE) subtask of ABSA was proposed recently which aims to formulate the relevant information into a triplet: target aspect object, opinion clue, and sentiment polarity orientation. However, most of the existing joint models only focus on the benefits of encoder sharing between subtasks but ignore the difference. Therefore, we propose a dual-encoder approach, in which a pair encoder especially focuses on candidate aspect-opinion pair classification, and the original encoder keeps attention on sequence labeling. Empirical results show that our proposed model significantly outperforms the previous state-of-the-art on 8 benchmark datasets. ...
Keyword: Computational Linguistics; Machine Learning; Machine Learning and Data Mining; Natural Language Processing; Sentiment Analysis
URL: https://dx.doi.org/10.48448/0z51-tx72
https://underline.io/lecture/37639-seeking-common-but-distinguishing-difference,-a-joint-aspect-based-sentiment-analysis-model
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