NLCA 2026 (International Conference on Natural Language Computing Advances) is an academic conference held in Vienna, Austria on 2026-10-24. The paper submission deadline is 2026-08-22 (extended). Acceptance notifications are sent on 2026-09-30.
7th International Conference on Natural Language Computing Advances (NLCA 2026)
October 24 ~ 25, 2026, Vienna, Austria
https://cbiot2026.org/nlca/index
Scope
7th International Conference on Natural Language Computing Advances (NLCA 2026) provides a premier global forum for presenting and exchanging cutting edge research, theoretical insights, advanced methodologies and impactful applications across the rapidly evolving field of Natural Language Processing. As language technologies continue to transform scientific discovery, industry innovation and human–computer interaction, NLCA 2026 brings together leading researchers, practitioners and technologists to share breakthroughs, discuss emerging challenges and explore the future of intelligent language systems.
NLCA 2026 welcomes substantial contributions in both foundational and frontier areas of NLP, including large language models, LLM reasoning and tool use, retrieval augmented generation, multimodal NLP, dialogue systems and LLM agents, machine translation and multilingual NLP, information extraction, semantic processing, speech and audio language models, efficient NLP, continual and streaming NLP, scientific NLP and responsible, explainable and secure NLP. The conference also embraces emerging domains such as synthetic data generation, dataset governance, LLM safety, hallucination mitigation, language conditioned robotics and NLP for misinformation and societal impact.
Authors are invited to submit high quality articles presenting research results, experimental studies, survey papers, industrial experiences and novel applications that highlight significant progress in Natural Language Processing and its rapidly expanding ecosystem of intelligent language technologies.
Topics of interest include, but are not limited to, the following
• Large Language Models and Foundation Models
• LLM Reasoning, Planning and Tool Use
• Instruction Tuning, Alignment and RLHF
• Prompt Engineering and In Context Learning
• Retrieval Augmented Generation (RAG) and Long Context Retrieval
• Neural Search, Vector Databases and LLM Enhanced Ranking
• Multimodal NLP (Vision Language, Audio Language, Video Language)
• Embodied NLP and Language Conditioned Robotics
• Dialogue Systems, Conversational AI and LLM Agents
• Machine Translation, Multilingual NLP and Cultural Adaptation
• Information Extraction, Text Mining and Knowledge Graphs
• Semantic Processing, NLI and Paraphrase/Entailment
• Synthetic Data Generation and Auto Labeling
• Efficient NLP: LoRA, MoE, Distillation and Edge Optimized LLMs
• Continual, Streaming and Adaptive NLP
• Speech Recognition, Synthesis and Audio LLMs
• NLP for Healthcare, Finance, Legal and Scientific Discovery
• NLP for Social Media, Misinformation and Digital Humanities
• Explainable NLP, Bias/Fairness and Ethical AI
• Robust NLP, Adversarial Attacks and Hallucination Mitigation
• Privacy Preserving NLP and Federated Learning
• LLM Benchmarking, Evaluation and Human in the Loop Testing
Paper Submission
Authors are invited to submit papers through the conference Submission System by August 22, 2026. Submissions must be original and should not have been published previously or be under consideration for publication while being evaluated for this conference. The proceedings of the conference will be published by Computer Science Conference Proceedings in Computer Science & Information Technology (CS & IT) series (Confirmed).
Selected papers from NLCA 2026, after further revisions, will be published in the special issue of the following journal.
• International Journal on Natural Language Computing (IJNLC)
• International Journal on Information Theory (IJIT)
• International Journal on Computational Science & Applications (IJCSA)
• Machine Learning and Applications: An International Journal (MLAIJ)
• International Journal of Web & Semantic Technology (IJWesT)
Important Dates
• Submission Deadline: August 22, 2026
• Authors Notification: September 30, 2026
• Registration & camera - Ready Paper Due: October 07, 2026
Contact Us
Here's where you can reach us: [email protected] (or) [email protected]
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