Submission Topics

EMNLP 2026 aims to have a broad technical program. Relevant topics for the conference include, but are not limited to, the following areas:

    Clinical and Biomedical Applications
    NLP and Code Models
    Computational Social Science and Cultural Analytics
    Dialogue and Interactive Systems
    Discourse and Pragmatics
    Efficient Methods for NLP
    Ethics, Bias, and Fairness
    NLP and Symbolic Reasoning
    Generation
    Human-Centered NLP and Human-AI Interaction
    Information Extraction
    Information Retrieval and Text Mining
    Interpretability and Analysis of Models for NLP
    Language Modeling
    LLM Agents
    LLM Security
    Linguistic Theories, Cognitive Modeling, and Psycholinguistics
    Machine Learning for NLP
    Machine Translation
    Multilingualism and Cross-Lingual NLP
    Multimodality and Language Grounding to Vision, Robotics and Beyond
    NLP Applications
    Phonology, Morphology, and Word Segmentation
    Question Answering
    Resources and Evaluation
    Semantics: Lexical and Sentence-Level
    Sentiment Analysis, Stylistic Analysis, and Argument Mining
    Speech Recognition, Text-to-Speech and Spoken Language Understanding
    Summarization
    Syntax: Tagging, Chunking and Parsing
    Special Theme: New Missions for NLP Research