12^th International Conference on Natural Language Computing (NATL 2026)

December 19 ~ 20, 2026, Sydney, Australia

Scope & Topics

12^th International Conference on Natural Language Computing (NATL 2026) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of Natural Language Computing. The Conference looks for significant contributions to all major fields of the Natural Language Computing in theoretical and practical aspects

Authors are solicited to contribute to the conference by submitting articles that illustrate research results, projects, surveying works and industrial experiences that describe significant advances in the following areas, but are not limited to.

Topics of interest include, but are not limited to, the following

• Parsing and Grammatical Formalisms
  
• Chunking and Shallow Parsing
  
• Phonology, Morphology and Lexical Semantics
  
• Discourse, Pragmatics and Semantic Processing
  
• Linguistic Resources and Annotation
  
• Information Extraction
  
• Information Retrieval
  
• Text Mining and Knowledge Discovery
  
• Machine Translation
  
• Question Answering
  
• Paraphrasing, Entailment and Text Generation
  
• Dialog Systems and Conversational AI
  
• Spoken Language Processing
  
• Speech Recognition and Synthesis
  
• Large Language Models and Foundation Models
  
• Instruction Tuning, Alignment and RLHF
  
• Prompt Engineering and RAG
  
• Generative NLP and Text to X Models
  
• LLM Reasoning, Chain of Thought and Planning
  
• LLM Tool Use, API Calling and Agentic Workflows
  
• Multimodal Language Models
  
• Audio Language and Video Language Models
  
• Multilingual, Low Resource and Under Represented Languages
  
• Fairness, Bias, Ethics and Responsible NLP
  
• Safety, Robustness and Red Teaming
  
• Evaluation, Benchmarks and Metrics
  
• Synthetic Data, Data Quality and Curation
  
• Efficient LLM Inference, Compression and FMOps
  
• Knowledge Graphs, Ontologies and Neuro Symbolic NLP
  
• NLP for Code, Program Synthesis and Software Engineering
  
• Cognitive NLP and Brain Language Models
  
• NLP for Robotics and Embodied AI
  
• Quantum NLP
  
• Text Mining

Paper Submission

Authors are invited to submit papers through the conference Submission System by October 24, 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 NATL 2026, after further revisions, will be published in the special issue of the following journals.

• International Journal of Computer Networks & Communications (IJCNC) - Scopus Indexed
  
• International journal of computer science & information Technology (IJCSIT) - INSPEC Indexed
  
• International Journal on Natural Language Computing (IJNLC)
  
• International Journal on Information Theory (IJIT)
  
• International Journal on Computational Science & Applications (IJCSA)
  
• International Journal of Web & Semantic Technology (IJWesT)
  

Important Dates

Co - Located Event

• 12^th International Conference on Data Mining and Database Management Systems (DMDBS 2026)
  
• 12^th International Conference on Computer Science, Engineering and Applications (CSEA 2026)
  
• 12^th International Conference on Information Technology Converge Services (ITCON 2026)
  
• 12^thInternational Conference on Signal, Image Processing and Embedded Systems (SIGEM 2026)
  
• 12^th International Conference on Fuzzy Logic Systems (Fuzzy 2026)
  
• 12^th International Conference on Networks & Communications (NETWORKS 2026)
  
• 15^th International Conference on Software Engineering and Applications (SEAPP 2026)
  
• 7^th International Conference on Machine Learning Techniques (MLTEC 2026)
  

***** The invited talk proposals can be submitted to natl@dmdbs2026.org