Framework for Deep Learning-Based Language Models Using Multi-Task Learning in Natural Language Understanding: A Systematic Literature Review and Future Directions
Samant, Rahul Manohar, Bachute, Mrinal R., Gite, Shilpa, Kotecha, Ketan·2022·IEEE Access
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Items 101–123 of 123
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- A Deep Semantic Comprehension-Based Automatic Conversation Model Based on Autoencoder-Enhanced TransformerShouyu Liang, Bimei Zhao, Cheng Li, Yuanfeng Chen, Zhengguo Ren, Bang Ao · 2025 · IEEE Access
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- The Evolution of Intent Detection: Deep Learning-Based Paradigms for Natural Language UnderstandingKhyati C Kanani, Gopi B Sanghani · 2025 · Cureus Journal of Computer Science.
- Utilizing Bidirectional Mechanisms in a Multi-task Learning Framework for Explainable Product Recommendation SystemK. Laila, P.R. Jayashree, G R Jainish · 2025 · Advances in intelligent systems and computing
- A CNN-BiGRU-GNN Model for Sentiment Analysis of Complex English TextsNa Lin · 2026 · Journal of Advanced Computational Intelligence and Intelligent Informatics
- All-in-One Weather Image Restoration with Asymmetric Mixture-of-Experts Model and Multi-Task CollaborationJinhao Chen, Zhengfei Zhuang · 2026 · Symmetry
- Multimodal Speech Emotion Recognition in Patient-Clinician Interactions: Sentiment Analysis Leveraging Transformer ModelsMd Jobair Hossain Faruk, K. Siam, Rafia Akter Romana, Sharif Ullah, Hossain Shahriar · 2025 · International Conference on Sustainable Technologies for Industry 5.0 (STI)
- Investigating Self-Contradiction in Large Language Models for Hate Speech DetectionAmit Das, Zheng Zhang · 2026 · IEEE Annual Computing and Communication Workshop and Conference (CCWC)
- A Unified Natural Language Processing Framework for Hate Speech and Fake News Detection on Social MediaHemanth Kumar N, L Lohith, J Haswin, G Sujan Sai, Abdul Haq Nalband, Trupthi Rao · 2026 · IEEE International Conference on Interdisciplinary Approaches in Technology and Management for Social Innovation (IATMSI)
- Exploration and Outlook on AI-Empowered Transformation in Educational SupervisionHongzhi Wang, ZeKun Tang, Yongfei Miao, XiaoQing Zhao, Xuegang Yuan · 2026
- Cognitive and Computational Mapping of Intertextuality Using Machine LearningSanatya Singh, Somnath Banerjee · 2025 · IEEE International Conference on Recent Trends in Computing and Smart Mobility (RCSM)
- Intent Identification in VAT and Tax Policy Discussions Using a Hybrid Data-Driven Multi-Task TransformerHeera Patwal, Saurabh Dhanik · 2026 · International Conference on Intelligent Processing, Hardware, Electronics, and Radio Systems (CIPHER)
- Advancing AI for NLP to Improve Contextual Understanding and Human-Computer InteractionRoohee Khan, Anjali Goswami · 2026 · ITM Web of Conferences
- Self-supervised contrastive learning for robust multilingual NLP in cross-border social media analysisAns Alghamdi · 2026 · SN Social Sciences
- Social Media Deep Fake Detection Using Deep Learning and Fast-Text Embeddings for Detecting Machine-Generated TweetsCh. Ramesh, Ambati Rama Mohan Reddy, RM Noorullah · 2025 · International Conference on I-SMAC (IoT in Social, Mobile, Analytics and Cloud) (I-SMAC)
- Designing a Modular Agentic AI as a Personal Assistant for Grid Computing SystemAniruddha Ghosh, Saugata Kundu, Debojit Saha, Abhi Biswas, Preetam Das, Soumyadip Jana, Subhalaxmi Chakraborty · 2026 · Lecture notes in networks and systems
- Cross Cultural Semantic Matching Algorithm for Adaptive Expression of Traditional Chinese Medicine Culture in International Chinese ClassroomsLongfei Zhong, Lin Pang, Huiyin Huang, Zhuoying Zheng, Yuyi Liu, Keyang Zhou · 2026 · International Conference on Computer Information and Big Data Applications (CIBDA)