Conference Information

EMNLP 2026: Conference on Empirical Methods in Natural Language Processing

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Submission Date:
2026-05-27
Notification Date:
2026-08-20
Conference Date:
2026-10-24
Location:
Budapest, Hungary
Years:
23
CCF: b   CORE: a   QUALIS: a1   Viewed: 384932   Tracked: 316   Attend: 44

Call For Papers

EMNLP 2026 (Conference on Empirical Methods in Natural Language Processing) is a CCF B / CORE A / QUALIS A1 conference held in Budapest, Hungary on 2026-10-24. The paper submission deadline is 2026-05-27. Acceptance notifications are sent on 2026-08-20.

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
Last updated by Dou Sun on

Acceptance Ratio

Average acceptance rate: 26.2% over 22 years (2002–2025).

YearSubmittedAcceptedAccepted(%)
20258174181122.2%
2023386890123.3%
2022324271522.1%
2021254065025.6%
2020245560224.5%
2019291468323.4%
2018137635125.5%
201783621625.8%
201668717725.8%
201560015726.2%
201451015530.4%
201377220526.6%
201257013924.4%
201162814923.7%
201050012525%
200947516334.3%
200838511630.1%
200739810927.4%
20062347331.2%
200540212731.6%
20042475823.5%
20021423524.6%

Best Papers

YearBest Papers
2025Autoformalization in the Wild: Assessing LLMs on Real-World Mathematical Definitions
2025InterIDEAS: Philosophical Intertextuality via LLMs
2025Infini-gram mini: Exact n-gram Search at the Internet Scale with FM-Index
2024An image speaks a thousand words, but can everyone listen? On image transcreation for cultural relevance
2024Towards Robust Speech Representation Learning for Thousands of Languages
2024Backward Lens: Projecting Language Model Gradients into the Vocabulary Space
2024Pretraining Data Detection for Large Language Models: A Divergence-based Calibration Method
2024CoGen: Learning from Feedback with Coupled Comprehension and Generation
2023Personalized Dense Retrieval on Global Index for Voice-enabled Conversational Systems
2023PaperMage: A Unified Toolkit for Processing, Representing, and Manipulating Visually-Rich Scientific Documents
2023Ignore This Title and HackAPrompt: Exposing Systemic Vulnerabilities of LLMs Through a Global Prompt Hacking Competition
2023Faster Minimum Bayes Risk Decoding with Confidence-based Pruning
2023Label Words are Anchors: An Information Flow Perspective for Understanding In-Context Learning
2019Specializing Word Embeddings (for Parsing) by Information Bottleneck
2018Linguistically-Informed Self-Attention for Semantic Role Labeling
2017Depression and Self-Harm Risk Assessment in Online Forums
2017Men Also Like Shopping: Reducing Gender Bias Amplification using Corpus-level Constraints
2016Global Neural CCG Parsing with Optimality Guarantees
2016Improving Information Extraction by Acquiring External Evidence with Reinforcement Learning
2015Semantically Conditioned LSTM-based Natural Language Generation for Spoken Dialogue Systems
2015Broad-coverage CCG Semantic Parsing with AMR
2014Modeling Biological Processes for Reading Comprehension
2013Breaking Out of Local Optima with Count Transforms and Model Recombination: A Study in Grammar Induction
2012A Coherence Model Based on Syntactic Patterns
2011A Probabilistic Forest-to-String Model for Language Generation from Typed Lambda Calculus Expressions
2010Dual Decomposition for Parsing with Non-Projective Head Automata
2009Unsupervised semantic parsing
2007Modelling Compression with Discourse Constraints
2005Non-Projective Dependency Parsing using Spanning Tree Algorithms
2004Max-Margin Parsing
2003Training Connectionist Models for the Structured Language Model
2002Discriminative Training Methods for Hidden Markov Models: Theory and Experiments with Perceptron Algorithms
2002Using the Web to Overcome Data Sparseness

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