Natural Language Processing

mdok-style at SemEval-2026 Task 9: Finetuning LLMs for Multilingual Polarization Detection SemEval 2026 Measuring and Mitigating Shortcut Reliance in Language Models with Probe-Based Representation Entanglement ACL 2026 Measuring Idiomaticity in Text Embedding Models with epsilon-compositionality EACL 2026 Measuring Linguistic Competence of LLMs on Indigenous Languages of the Americas EACL 2026 Measuring LLMs’ Sensitivity to Paraphrased Opinion Prompts EACL 2026 Measuring Social Integration Through Participation: Categorizing Organizations and Leisure Activities in the Displaced Karelians Interview Archive using LLMs EACL 2026 Measuring the Unmeasurable: Unveiling Latent Cognitive Capabilities of LLM AAAI 2026 Measuring User’s Mental Models of Speech Translation in Human-AI Collaboration ACL 2026 Measuring What Matters!! Assessing Therapeutic Principles in Mental-Health Conversation ACL 2026 MECH: A Cost-Effective Multi-Task Cascade Framework for Classroom Opinion Evolution Recognition ACL 2026 Mechanistic Interpretability of Animacy Effects on Structure Choice in GPT-2 CoNLL 2026 MEDAL: A Framework for Benchmarking LLMs as Multilingual Open-Domain Dialogue Evaluators EACL 2026 MED-COREASONER: Reducing Language Disparities in Medical Reasoning via Language-Informed Co-Reasoning ACL 2026 Medical Summarization in Practice: Design, Deployment, and Analysis of a Clinical Summarization System for a German Hospital EACL 2026 MediEval: A Unified Medical Benchmark for Patient-Contextual and Knowledge-Grounded Reasoning in LLMs ACL 2026 MedLA: A Logic-Driven Multi-Agent Framework for Complex Medical Reasoning with Large Language Models AAAI 2026 MedMKEB: A Comprehensive Knowledge Editing Benchmark for Medical Multimodal Large Language Models AAAI 2026 MedOmni-45°: A Safety–Performance Benchmark for Reasoning-Oriented LLMs in Medicine AAAI 2026 MedQA-CS: Objective Structured Clinical Examination (OSCE)-Style Benchmark for Evaluating LLM Clinical Skills EACL 2026 MedRiskEval: Medical Risk Evaluation Benchmark of Language Models, On the Importance of User Perspectives in Healthcare Settings EACL 2026 MEENA (PersianMMMU): Multimodal-Multilingual Educational Exams for N-level Assessment EACL 2026 MemGuide: Intent-Driven Memory Selection for Goal-Oriented Multi-Session LLM Agents AAAI 2026 Memorization, Emergence, and Explaining Reversal Failures: A Controlled Study of Relational Semantics in LLMs ACL 2026 MemoryART: Enhancing LLMs via Multi-Memory Models with Adaptive Resonance Theory for Healthcare Agents AAAI 2026 Mem-PAL: Towards Memory-based Personalized Dialogue Assistants for Long-term User-Agent Interaction AAAI 2026