15th International Conference on Natural Language Processing (NLP 2026)

Scope & Topics

15^th International Conference on Natural Language Processing (NLP 2026) is a programmed approach to analyze text that is based on both a set of theories and a set of technologies. This forum aims to bring together researchers who have designed and build software that will analyze, understand, and generate languages that humans use naturally to address computers.

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:

Large Language Models, Foundation Models & Generative AI

Large Language Models & Foundation Models
Prompt Engineering & Instruction Tuning
Fine Tuning, Distillation & Compression
Agentic LLMs & Autonomous Language Agents
Tool Using & API Augmented LLMs
Memory Augmented LLMs
LLMs for Code, Math & Scientific Reasoning
Hallucination Detection & Trustworthy LLMs
Continual & Lifelong Learning
Robustness to Distribution Shift
Safety, Alignment & Responsible NLP

Core NLP, Linguistic Processing & Language Understanding

Tokenization, Morphology & Phonology
POS Tagging, Chunking & Parsing
Syntactic & Semantic Parsing
Lexical Semantics & WSD
Discourse, Pragmatics & Dialogue Structure
Commonsense & World Knowledge Reasoning
Chain of Thought & Structured Reasoning
Cognitive Modeling & Human Language Understanding

Multilingual NLP, Machine Translation & Cross Lingual Technologies

Neural Machine Translation
Multilingual & Cross Lingual Models
Low Resource & Zero Shot NLP
Code Switching & Multilingual Speech/Text
Language Documentation & Revitalization

Information Extraction, Retrieval, Knowledge & Reasoning Systems

Information Extraction & Event Extraction
Neural Search & Information Retrieval
Text Mining & Knowledge Discovery
Entity Linking, Coreference & Relation Extraction
Ontology Learning & Knowledge Graphs
Retrieval Augmented Generation (RAG)
Neuro Symbolic & Hybrid Reasoning
Fact Checking & Misinformation Detection

Speech, Multimodal, Dialogue & Interactive NLP

Automatic Speech Recognition & Synthesis
Spoken Language Understanding
Multimodal Learning (Text Audio Vision)
Vision Language Models (VLMs)
Video LLMs & Temporal Multimodal Understanding
Embodied AI & Robotics NLP Integration
Multi Agent Communication & Coordination
Task Oriented & Open Domain Dialogue
Human in the Loop Dialogue Systems
Collaborative Writing, Coding & Creativity

Data Centric NLP, Evaluation, Ethics & Applied NLP

Data Centric & Evaluation
Synthetic Data & Data Augmentation
Dataset Curation, Bias & Data Quality
Weak Supervision & Self Supervised Learning
Human Evaluation of Generative Models
Cross Cultural & Demographic Evaluation
Reproducibility & Open Science

Ethics, Governance & Social Impact

Bias, Fairness & Ethical NLP
AI Governance, Policy & Regulation
Red Teaming & Jailbreak Prevention
Privacy Preserving NLP
NLP for Mental Health & Well Being
Civic Tech & Policy Analysis
Cultural & Narrative Analysis

Applied NLP

Biomedical & Clinical NLP
Legal NLP & Regulatory Text Processing
Financial NLP & Market Intelligence
Scientific NLP & Scholarly Document Processing
Regulatory Compliance & Risk Analysis

Paper Submission

Authors are invited to submit papers through the conference Submission System by August 01, 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).

Submit