Multilingual NLP

Tonal Salience in Cognitive Decline: In-Context MCI Detection with Multimodal LLMs ACL 2026 Toward Robust Evaluation for Multilingual Grammatical Error Correction: Can Large Language Models Replace Human References? ACL 2026 Towards Fast and Accurate Modeling for Cross-Lingual Label Projection ACL 2026 Towards Inclusive AI: Advancing Multilingual Large Language Models AAAI 2026 Towards the First NLP Benchmark for Ladin - an Extremely Low-Resource Language EACL 2026 Tracing Multilingual Knowledge Acquisition Dynamics in Domain Adaptation: A Case Study of Biomedical Adaptation EACL 2026 Tracking Autism Stigma in Italian Newspapers: A Longitudinal Analysis of Media Discourse (2016–2025) EACL 2026 Tracking the evolution of LLM capabilities for Belarusian with OpenAI Evals EACL 2026 Tralaleros at SemEval-2026 Task 9: Multilingual Polarization Detection with Transformer-based Models SemEval 2026 transformer_1376 at SemEval-2026 Task 9: A Multi-Stage Pipeline with Calibrated Ensembles and Lexical Post-Processing for Online Polarization Detection in Bengali SemEval 2026 Translation via Annotation: A Computational Study of Translating Classical Chinese into Japanese EACL 2026 Two Birds with One Stone: Annotating Romanian Multiword Expressions with an Eye to the PARSEME 2.0 Guidelines Applicability EACL 2026 UIT-Polar at SemEval-2026 Task 9 Detecting Multilingual, Multicultural and Multievent Online Polarization SemEval 2026 UMUSP at SemEval-2026 Task 9: Mitigating Cross-Lingual Interference via Selective Multilingual and Multitask Specialization SemEval 2026 UniBO at MWE-2026 PARSEME 2.0 Subtask 2: A Cross-lingual Approach to Multiword Expression Paraphrasing EACL 2026 Unlocking Multilingual Reasoning Capability of LLMs and LVLMs through Representation Engineering ACL 2026 Unsupervised Detection of LLM-Generated Text in Korean Using Syntactic and Semantic Cues EACL 2026 UPDESH: Synthesizing Grounded Instruction Tuning Data for 13 Indic Languages ACL 2026 UPR at SemEval-2026 Task 9: Multi-Label Classification of Polarization Across Social Dimensions and Manifestation Identification in Urdu SemEval 2026 UPR at SemEval-2026 Task 9: Polarization Detection in Urdu with Language-Specific Transformer and Data Augmentation SemEval 2026 UTokyo Tsuruoka Lab at SemEval-2026 Task 9: Efficient Single Forward Pass Inference for Multi-Label Polarization Classification SemEval 2026 Validator-Guided Hard Negative Mining for Masked Language Modeling in Low-Resource Ancient Languages ACL 2026 VerbaNexAI at SemEval-2026 Task 7: Integrating Web Snippets and RAG for the Evaluation of Multilingual Cultural Knowledge in LLMs SemEval 2026 ViDia2Std: A Parallel Corpus and Methods for Low-Resource Vietnamese Dialect-to-Standard Translation AAAI 2026 VietMix: A Naturally-Occurring Parallel Corpus and Augmentation Framework for Vietnamese-English Code-Mixed Machine Translation EACL 2026