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

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