The 31st International Conference on Computational Linguistics (COLING 2025) will take place in Abu Dhabi, UAE, January 19-24 2025. COLING 2025 invites the submission of long and short papers featuring substantial, original, and unpublished research in all aspects of Computational Linguistics and Natural Language Processing.

Relevant topics include, but are not limited to, the following areas:

    Dialogue and Interactive Systems
    Discourse and Pragmatics
    Document Classification and Topic Modeling
    Ethics, Bias, and Fairness
    Information Extraction
    Information Retrieval and Text Mining
    Interpretability and Analysis of Models for NLP
    Language Modeling
    Language Resources and Evaluation
    Linguistic Insights Derived using Computational Techniques
    Linguistic Theories, Cognitive Modeling and Psycholinguistics
    Low-Resource and Efficient Methods for NLP
    Machine Learning for Computational Linguistics and NLP
    Machine Translation and Translation Aids
    Multilingualism and Language Diversity
    Multimodal and Grounded Language Acquisition
    NLP and LLM Applications (such as Education, Healthcare, Finance, Legal NLP, Computational Social Science, etc.)
    Natural Language Generation
    Offensive Speech Detection and Analysis
    Phonology, Morphology and Word Segmentation
    Question Answering
    Lexical Semantics
    Sentence-level Semantics (Textual Inference, Paraphrasing, etc)
    Sentiment Analysis, Stylistic Analysis, Opinion and Argument Mining
    Speech Recognition and Synthesis, and Spoken Language Understanding
    Summarization and Simplification
    Syntactic analysis (tagging, chunking, parsing)
    Vision and Robotics

Papers targeting any of these topics from the perspective of the Sustainability Goals of the UN are especially welcome.