7th International Conference on Machine Learning Techniques and NLP (MLNLP 2026)
October 17 ~ 18, 2026, Sydney, Australia Scope & Topics 7th International Conference on Machine Learning Techniques and NLP (MLNLP 2026) will provide an excellent international forum for sharing knowledge and results in theory, methodology and applications of Machine Learning Techniques and NLP.
All submissions must describe original research, not published or currently under review for another conference or journal. Topics of interest include but are not limited to the following. Topics of interest include, but are not limited to, the following
- Large Language Models and Foundation Model Pre Training
- Instruction Tuning, Alignment, RLHF and Policy Optimization
- LLM Safety, Red Teaming and Hallucination Mitigation
- Efficient NLP: Distillation, Quantization and Sparse Models
- On Device LLMs, Tiny Language Models and Mobile NLP
- Long Context Models, Memory Systems and Retrieval Enhanced LLMs
- Vector Databases, Neural Indexing and Semantic Search
- Retrieval Augmented Generation (RAG) and Hybrid Retrieval Models
- Agentic NLP Systems, Language Agents and Multi Agent Collaboration
- Symbolic Neural Reasoning, Tool Use and API Augmented NLP
- Multilingual NLP, Cross Lingual Transfer and Low Resource Learning
- Machine Translation: Neural, Multimodal and Low Resource
- Speech Recognition, Speech Synthesis and Spoken Language Understanding
- Dialog Systems, Conversational AI and Task Oriented Agents
- Information Extraction: NER, Relation and Event Extraction
- Semantic Processing, Semantic Parsing and Meaning Representation
- Parsing, Grammar Formalisms and Syntactic Processing
- Text Generation, Summarization, Paraphrasing and Entailment
- Neural Networks, Deep Learning and Transformer Architectures
- Multimodal NLP: Vision Language, Audio Language and Video Language Models
- Knowledge Graphs, Ontologies and Structured Knowledge Integration
- Synthetic Data Generation and LLM Based Data Augmentation
- Continual Learning, Lifelong NLP and Memory Augmented Transformers
- NLP for Robotics, Embodied AI and Language Conditioned Control
- Bias, Fairness, Ethics and Responsible NLP
- Adversarial NLP, Robustness and Security
- Domain Specific NLP: Biomedical, Legal, Financial and Scientific Text
- LLM Specific Evaluation Metrics, Benchmarking and Reproducibility
- Emerging Trends in Machine Learning and NLP
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 (H index 46) in Computer Science & Information Technology (CS & IT) series (Confirmed). Selected papers from MLNLP 2026, after further revisions, will be published in the special issue of the following journals. Important Dates | Submission Deadline | : | August 15, 2026 | | Authors Notification | : | September 26, 2026 | | Final Manuscript Due | : | October 03, 2026 |
Co - Located Event ***** The invited talk proposals can be submitted to mlnlp@clsb2026.org
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