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Methodology
← Understanding
Natural Language Processing
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Understanding
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Sentiment Analysis
1592 directly classified papers
Papers per year
2006: 1
2012: 1
2013: 1
2014: 1
2016: 14
2017: 68
2018: 97
2019: 125
2020: 187
2021: 176
2022: 168
2023: 219
2024: 247
2025: 248
2026: 39
Papers
Dialect & Sentiment Identification in Nuanced Arabic Tweets Using an Ensemble of Prompt-based, Fine-tuned, and Multitask BERT-Based Models
EMNLP 2022
Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis
ACL 2022
Incorporating Dynamic Semantics into Pre-Trained Language Model for Aspect-based Sentiment Analysis
ACL 2022
Identifying Condescending Language: A Tale of Two Distinct Phenomena?
EMNLP 2022
ULFRI at SemEval-2022 Task 4: Leveraging uncertainty and additional knowledge for patronizing and condescending language detection
SEMEVAL 2022
The Effect of Arabic Dialect Familiarity on Data Annotation
EMNLP 2022
Arabic Sentiment Analysis by Pretrained Ensemble
EMNLP 2022
Emoji Sentiment Roles for Sentiment Analysis: A Case Study in Arabic Texts
EMNLP 2022
SEMGraph: Incorporating Sentiment Knowledge and Eye Movement into Graph Model for Sentiment Analysis
EMNLP 2022
A Dataset and BERT-based Models for Targeted Sentiment Analysis on Turkish Texts
ACL 2022
Affective Knowledge Enhanced Multiple-Graph Fusion Networks for Aspect-based Sentiment Analysis
EMNLP 2022
Linguistic Elements of Engaging Customer Service Discourse on Social Media
EMNLP 2022
From Stance to Concern: Adaptation of Propositional Analysis to New Tasks and Domains
ACL 2022
A Dual-Channel Framework for Sarcasm Recognition by Detecting Sentiment Conflict
NAACL 2022
Word-wise Sparse Attention for Multimodal Sentiment Analysis
INTERSPEECH 2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis
AAAI 2022
Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract)
AAAI 2022
MSCTD: A Multimodal Sentiment Chat Translation Dataset
ACL 2022
Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis
ACL 2022
Do Transformer Models Show Similar Attention Patterns to Task-Specific Human Gaze?
ACL 2022
Scoping natural language processing in Indonesian and Malay for education applications
ACL 2022
Bridging Towers of Multi-task Learning with a Gating Mechanism for Aspect-based Sentiment Analysis and Sequential Metaphor Identification
AAAI 2021
A Joint Training Dual-MRC Framework for Aspect Based Sentiment Analysis
AAAI 2021
Human-Level Interpretable Learning for Aspect-Based Sentiment Analysis
AAAI 2021
Zera-Shot Sentiment Analysis for Code-Mixed Data
AAAI 2021
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