7th International Conference on Natural Language Computing Advances (NLCA 2026)

Program Committee

Accepted Papers

Vienna, Austria

Scope

7^th 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.

Call for Papers

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 September 19, 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.

Important Dates

Second Batch: Submissions after September 14, 2026

Submission Deadline

September 19, 2026

Authors Notification

October 10, 2026

Registration & camera - Ready Paper Due

October 17, 2026

Other Conferences

Past Events

Invited Talk

Proceedings

Hard copy of the proceedings will be distributed during the Conference. The softcopy will be available on AIRCC Digital Library

Welcome to NLCA 2026