call for papers - NLCA 2026

 

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 15, 

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 15, 2026

 Authors Notification: September 30, 2026

 Registration & camera - Ready Paper Due: October 07, 2026

Contact Us

Here's where you can reach us: nlca@cbiot2026.org (or) nlcaconfe@gmail.co