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- A Bilingual Bimodal Benchmark for Arabic-English NLP across Grammatical Correction, Essay Scoring, Morphological Tagging, and Speech Recognition — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- A Multilingual Linguistic Analysis of Human vs LLM-Generated News in a Disinformation Context — 2026 · Proceedings of the 1st Workshop on Information Disorder (InDor) @ LREC 2026
- A Unified Assessment of the Poverty of the Stimulus Argument for Neural Language Models — 2026 · arXiv:2602.09992
- ANNOTARES: A Dataset for Extracting Logical Structures from German Statutory Texts — 2026 · arXiv:2608.03898
- Adaptive Chunking: Optimizing Chunking-Method Selection for RAG — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Adaptive Constraint Propagation: Scaling Structured Inference for Large Language Models via Meta-Reinforcement Learning — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Advancing African NLP: UDMorph and flexiPipe — 2026 · Proceedings of the 7th Workshop on African Natural Language Processing (AfricaNLP 2026)
- Automatic Lemmatisation for Norwegian — 2026 · Proceedings of the Workshop on Structured Linguistic Data and Evaluation (SLiDE)
- Automatic Metrical Scansion of Galician Poetry: First Results — 2026 · Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1
- Beyond Single Words: MWE Identification in Bioinformatics Research Articles and Dispersion Profiling Across IMRaD — 2026 · Proceedings of the 22nd Workshop on Multiword Expressions (MWE 2026)
- BioCoref: Benchmarking Biomedical Coreference Resolution with LLMs — 2026 · BioNLP 2026
- BlAInded by Fluency: How Idiomatic Machine Translation Outputs Affect Student Post-Editors'' Edit Types — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- Can Language Models Learn Typologically Implausible Languages? — 2026 · Transactions of the Association for Computational Linguistics
- CoBra: A Compound Branching Resource for Nominal Triconstituent Compounds in English and German — our card · 2026 · Proceedings of the Ninth Workshop on Universal Dependencies (UDW 2026)
- CoRoLa Version 2.0: Corpus Enrichment and a New Annotation Level — 2026 · Proceedings of the 12th Workshop on Challenges in the Management of Large Corpora
- Cognitive Signatures of Multi-Word Expressions: Reading-Time and Surprisal — 2026 · Proceedings of the 22nd Workshop on Multiword Expressions (MWE 2026)
- Comparing Approaches to Automatic Summarization in Less-Resourced Languages — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- CorPipe at CRAC 2026: Empty Nodes and Cross-Lingual Transfer in Multilingual Coreference Resolution — 2026 · Proceedings of the 2nd Joint Workshop on Computational Approaches to Discourse, Context and Document-Level Inferences and Computational Models of Reference, Anaphora and Coreference (CODI-CRAC 2026)
- Corpora Generation for Urdu Grammatical Error Correction — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Cross-Dataset Inconsistencies in Morphological Annotation: Evidence from Universal Dependencies — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Cross-Lingual Stability of LLM Judges Under Controlled Generation: Evidence from Finno-Ugric Languages — 2026 · Proceedings of the First Workshop on Multilingual Multicultural Evaluation
- Cuet Yet Another Baseline@DravidianLangTech 2026: Shared Task on Prompt Recovery for LLM in Telugu — 2026 · Proceedings of the Sixth Workshop on Speech, Vision, and Language Technologies for Dravidian Languages
- DHPLT: large-scale multilingual diachronic corpora and word representations for semantic change modelling — 2026 · The Proceedings for the 6th International Workshop on Computational Approaches to Language Change (LChange'26)
- DUO_DE A1: An Annotated Corpus of Online Learning Material for Beginning Learners of German as a Foreign Language — 2026 · Proceedings of Leveraging Derived Text Formats to Unlock Copyrighted Collections for Open Science (DTF) @ LREC 2026
- Dark & Stormy: Modeling Humor in Sentences from the Bulwer-Lytton Fiction Contest — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- DeepPavlov Strikes Back: A Toolkit for Improving LLM Reliability and Trustworthiness — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 3: System Demonstrations)
- Depression Detection in Modern Greek — 2026 · Proceedings of the Sixth Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments in cooperation with the MENTAL.ai consortium
- Developing Literature Annotation Guidelines for Representing Normal Physiology in Biolink-Compatible Knowledge Graphs — 2026 · BioNLP 2026
- Domain-Specific Considerations in the Preparation of Specialized Corpora: A Case Study on a Corpus of German Sermons — 2026 · Proceedings of the Workshop on Structured Linguistic Data and Evaluation (SLiDE)
- EHRI Annotator: A Web-Based Tool for Named Entity Recognition and Linking in Holocaust-Related Texts — 2026 · Proceedings of The Second Workshop on Holocaust Testimonies as Language Resources (HTRes)
- EPIC-EuroParl-UdS: Information-Theoretic Perspectives on Translation and Interpreting — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Edit-level Majority Voting Mitigates Over-Correction in LLM-based Grammatical Error Correction — 2026 · Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
- Enabling Structured Reasoning in Sindhi with Culturally Grounded Instruction Tuning — 2026 · Proceedings of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)
- Evaluating LLM-Based Translation of a Low-Resource Technical Language: The Medical and Philosophical Greek of Galen — 2026 · arXiv:2602.24119
- Evaluation Framework for Transfer Learning between Closely Related Lects: A Case Study of Lemko — 2026 · Proceedings of the 13th Workshop on NLP for Similar Languages, Varieties and Dialects
- Examining the Utility of Self-disclosure Types for Modeling Annotators of Social Norms — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
- Explain the Flag: Contextualizing Hate Speech Beyond Censorship — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Explaining GAND: A Resource on Gender-Ambiguous Natural Data & Contrastive Attribution — 2026 · Proceedings of the 26th Annual Conference of the European Association for Machine Translation (Volume 1)
- Exploration of Perceptual Speech Features for Clinical Decision-Support in Mental Health Care — 2026 · Proceedings of the 11th Workshop on Computational Linguistics and Clinical Psychology (CLPsych 2026)
- Exploring Cognitively Informed Sentence Simplification with Gaze-Guided Text Generation — 2026 · Proceedings fo the Second International Workshop on Eye-Tracking Resources and Evaluation for Human-Aligned NLP
- Exploring Topological Invariance in Semantic Embeddings — 2026 · Proceedings of the 6th International Conference on Natural Language Processing for the Digital Humanities
- Extending omnes flores for the EvaLatin 2026 Dependency Parsing Tasks — 2026 · Proceedings of the Fourth Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA 2026) @ LREC 2026
- FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition — 2026 · Findings of the Association for Computational Linguistics: EACL 2026
- FinnGEC: Benchmarking Grammatical Error Correction for Finnish — 2026 · Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
- From Lemmas to Dependencies: What Signals Drive Light Verbs Classification? — 2026 · Proceedings of the Second Workshop Natural Language Processing for Turkic Languages (SIGTURK 2026)
- From Print to Digital and beyond: The Retrodigitization of a Historical Dictionary of Italian as a Hybrid Lexical Resource — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Function Words as Statistical Cues for Language Learning — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- GOLEMcoref: A Multilingual Coreference Dataset of Fiction — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- GUIR at SemEval-2026 Task 7: Probing Cultural Knowledge in LLMs via Multi-Agent Debate — 2026 · Proceedings of the 20th International Workshop on Semantic Evaluation (2026)
- Geolocating News about Extreme Climate Events: A Comparative Analysis of Off-the-Shelf Tools for Toponym Identification in German — 2026 · arXiv:2605.03414
- Getting Close to Cloze: Investigating Language Model and Human Cloze-test Performance in Afrikaans — 2026 · Proceedings of Resources for African Indigenous Languages (RAIL) 2026 @ LREC 2026
- GraphRAG-Rad: Concept-Aware Radiology Report Generation via Latent Visual-Semantic Retrieval — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 4: Student Research Workshop)
- How Long Does a Quick Kiss Take? Studying Event Duration of Light Verb Constructions Using Explicit Word Embeddings — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Humans and transformer LMs: Abstraction drives language learning — 2026 · Proceedings of the 19th Conference of the European Chapter of the Association for Computational Linguistics (Volume 1: Long Papers)
- Improving Latvian Morphosyntactic Parsing with Pretrained Encoders and Analyzer-Constrained Decoding — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Information-Theoretic Storage Cost in Sentence Comprehension — 2026 · Proceedings of the 30th Conference on Computational Natural Language Learning
- Introducing PerMet 1.0: A Metaphor-Annotated Corpus for Persian — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Introducing Universal Dependencies for Sardinian: the UD ContSar Treebank — 2026 · Proceedings of the Ninth Workshop on Universal Dependencies (UDW 2026)
- Ithaca Revisited: Benchmarking a Domain-Specific Model for Epigraphy in the Age of LLMs — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Kelvi: A Morphological Parser to Support Tamil Literacy — 2026 · Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
- LLM-Powered but Rule-Grounded: Pedagogically Relevant Grammatical Error Characterization for Learner Model Construction — 2026 · Proceedings of the 21st Workshop on Innovative Use of NLP for Building Educational Applications (BEA 2026)
- LLMBridge: An LLM Pipeline for End-to-end Referential Bridging Resolution in English — 2026 · arXiv:2605.29048
- LLMs Out-of-the-Box Do Not Generate Context-Appropriate Word Order in Russian — 2026 · Proceedings of the 27th Annual Meeting of the Special Interest Group on Discourse and Dialogue
- Language Mixture to Develop Accurate Galician Dependency Parsers: An Exploration of Its Effects — 2026 · Proceedings of the 13th Workshop on NLP for Similar Languages, Varieties and Dialects
- Liebe Kolleg:innen, Querid@s Compañer@s: Presenting the GILDEES Corpus — 2026 · Proceedings of the 19th Workshop on Building and Using Comparable Corpora (BUCC)
- Lost in the Mix: Evaluating LLM Understanding of Code-Switched Text — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Mask-to-Correct$^+$: Leveraging Retriever Diversity for Masking-guided Faithful Fact Correction — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Math-DB: A Discourse Framework for Mathematical Word Problems to Enhance LLM Reasoning — 2026 · Proceedings of the 20th Linguistic Annotation Workshop (LAW XX)
- Methods, Data, and Conceptual Change: Reflections from Two Quantitative Diachronic Case Studies — 2026 · arXiv:2605.02052
- Modeling the Memory-Surprisal Trade-Off over Time: Communicative Efficiency Decreases with Lexico-Grammatical Change in Scientific English — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Multilingual Cognitive Impairment Detection in the Era of Foundation Models — 2026 · Proceedings of the Sixth Resources and ProcessIng of linguistic, para-linguistic and extra-linguistic Data from people with various forms of cognitive/psychiatric/developmental impairments in cooperation with the MENTAL.ai consortium
- Named Entity Recognition for Persian Literary Text: A Case Study on The Little Prince — 2026 · Proceedings of The Seventh International Workshop on Designing Meaning Representations (DMR 2026) @ LREC 2026
- NegNLI-BR: A Brazilian Portuguese Benchmark for Negation in Natural Language Inference — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- No One Fits All: From Fixed Prompting to Learned Routing in Multilingual LLMs — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Object Realisation in Spoken Guadeloupan French: Evaluating NLP Models for an Under-Resourced Variety — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- On the Continued Value of Universal Dependencies in the Era of Large Language Models — 2026 · Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Overview of the Dependency Parsing Task at EvaLatin 2026 — 2026 · Proceedings of the Fourth Workshop on Language Technologies for Historical and Ancient Languages (LT4HALA 2026) @ LREC 2026
- Pantagruel: Unified Self-Supervised Encoders for French Text and Speech — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Parallelism and Generation Order in Masked Diffusion Language Models: Limits Today, Potential Tomorrow — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- ParlaSpeech 3.0: Richly Annotated Spoken Parliamentary Corpora of Croatian, Czech, Polish, and Serbian — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Parser agreement and disagreement in L2 Korean UD: Implications for human-in-the-loop annotation — 2026 · Proceedings of the 20th Linguistic Annotation Workshop (LAW XX)
- Polysemy and Ambiguity: The Case of the French Modal Verb Devoir — 2026 · Proceedings of the 22nd Joint ACL - ISO Workshop on Interoperable Semantic Annotation and Representation (ISA-22) @ LREC 2026
- QalamID at AbjadAuthorID Shared Task: Morphology Matters, A Hybrid Ensemble for Arabic Authorship Attribution — 2026 · Proceedings of the 2nd Workshop on NLP for Languages Using Arabic Script
- Quantitative Lect Description: A Case Study of Lemko from the Field Data of 1920s-1930s — 2026 · Proceedings of the Fifth Workshop on NLP Applications to Field Linguistics
- Quantum Compositional NLP for Arabic: Grammar, Morphology, and Word Sense in Circuit Topology — 2026 · arXiv:2607.14100
- Que ao mestre vai matá-lo? The evolution of prepositional accusatives in Portuguese across time — 2026 · Proceedings of the 17th International Conference on Computational Processing of Portuguese (PROPOR 2026) - Vol. 1
- Regression-Tested Compositional Semantics: A Graphical Development Environment for Glue and Description-by-Analysis — 2026 · Proceedings of The Seventh International Workshop on Designing Meaning Representations (DMR 2026) @ LREC 2026
- SETUP: Sentence-level English-To-Uniform Meaning Representation Parser — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Segmentation Matters: Exploring LLM-Based Strategies for Temporal Clinical Event Identification in Oncology Reports — 2026 · BioNLP 2026
- SlovKE: A Large-Scale Dataset and LLM Evaluation for Slovak Keyphrase Extraction — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- Speaking in Self-Assessing Tongues: On the Verbalized Confidence of LLMs in Machine Translation — 2026 · arXiv:2606.17234
- Structural Divergence under Shared Language-Level Specification: Griko in Universal Dependencies — 2026 · Proceedings of the First Workshop on Dialects in NLP –- A Resource Perspective
- Subevent Structure as a Predictor of Entity Identity Change in Procedural Text — 2026 · Proceedings of the Workshop on Structured Linguistic Data and Evaluation (SLiDE)
- Superframes: A Schema for Lexicon-free Frame-semantic Annotation — 2026 · Proceedings of The Seventh International Workshop on Designing Meaning Representations (DMR 2026) @ LREC 2026
- Syntax is the Key to Semantics: Combining Universal Dependencies and Abstract Meaning Representation — our card · 2026 · Proceedings of the Ninth Workshop on Universal Dependencies (UDW 2026)
- TextLens & LeTTuce: Automated Corpus Annotation and Multilingual Tagging as a Service — 2026 · Proceedings of the Fifteenth Language Resources and Evaluation Conference
- The Validity of Coreference-based Evaluations of Natural Language Understanding — 2026 · arXiv:2602.16200
- To make someone do something: mining alert-style directives in Bulgarian social media for low-resource language modelling — 2026 · Proceedings of the Second Workshop on Language Models for Low-Resource Languages (LoResLM 2026)
- ToolDNA: Autonomous Evolution of Tool Metadata for Robust Dialogue Agents — 2026 · Findings of the Association for Computational Linguistics: ACL 2026
- Towards Benchmarking Old Church Slavonic Lemmatization — 2026 · Proceedings of the Third Workshop on the Bridges and Gaps between Formal and Computational Linguistics (BriGap-3)