Sentiment Analysis is the computational treatment of opinions, sentiments and subjectivity of text and use them for the benefit of the business operations. This survey paper tackles a comprehensive overview of various sentiment analysis applications related to E-commerce data and includes analysis of ...
To evaluate sentiment analysis systems, benchmark datasets like SST, GLUE, and IMDB movie reviews are used. Further readings: Sentiment Analysis Based on Deep Learning: A Comparative Study Benchmarks Add a Result These leaderboards are used to track progress in Sentiment Analysis TrendDatasetBest ...
When doing this analysis on a larger dataset (like the Yelp Dataset with 5 output classes and 4 million+ reviews), the rankings change. For example, Very Deep CNNs deliver up-to 64.1% accuracy on the Yelp Dataset compared to 63% for FastText. When we study sentiment analysis today, we...
NLPCC 2023welcomes original technical papers on new concepts, innovative research, systems, standards, resources & evaluation, applications, and industrial case studies related to NLP & CC. Authors are invited to submit complete and unpublished papers in English or Chinese in the following categories: ...
10168 A SIMPLE AND EFFECTIVE METHOD FOR ANOMALY DETECTION ON ATTRIBUTED GRAPHS VIA FEATURE CONSISTENCY 2801 A Smoothed Bregman Proximal Gradient Algorithm for Decentralized Nonconvex Optimization 1461 A SOFT CONTRASTIVE LEARNING-BASED PROMPT MODEL FOR FEW-SHOT SENTIMENT ANALYSIS 8613 A SOUND APPROACH: USIN...
A Survey on Sentiment and Emotion Analysis for Computational Literary Studies. arXiv 2018 paper bib Evgeny Kim, Roman Klinger Automatic Sarcasm Detection: A Survey. ACM Comput. Surv. 2017 paper bib Aditya Joshi, Pushpak Bhattacharyya, Mark James Carman Beneath the Tip of the Iceberg: Current Chal...
Explaining Recurrent Neural Network Predictions in Sentiment AnalysisEMNLP Workshop on Computational Approaches to Subjectivity, Sentiment & Social Media Analysis, 159-168, 2017 [preprint, bibtex] A Binder, G Montavon, S Lapuschkin, KR Müller, W Samek. Layer-wise Relevance Propagation for Neural ...
Reproducibility Analysis of Recommender Systems relying on Visual Features: traps, pitfalls, and countermeasures Knowledge-based Multiple Adaptive Spaces Fusion for Recommendation KGTORe: Tailored Recommendations through Knowledge-aware GNN Models Pairwise Intent Graph Embedding Learning for Context-Aware Recommen...
Taking the fund papers of published in CJFD during 2000 and 2009 as the source information,this paper made an analysis from distinctive aspects on the periodicals distribution,time distribution,author distribution,subjects distribution,space distribution,fund level and etc..to reveal the present probloms...
Sentiment analysis and the impact of employee satisfaction on firm earnings In: Proceedings of the 20th International Conference on Computational Linguistics (2004) Pang, B., Lee, L.: A sentimental education: Sentiment analysis ... A Moniz,FD Jong - Springer International Publishing 被引量: 6发表...