Natural Language Processing

DermEVAL: A Dermatologist-Reviewed Benchmark for Multimodal Large Language Models WACV 2026 Descrip3D: Enhancing Large Language Model-based 3D Scene Understanding with Object-Level Text Descriptions WACV 2026 DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression AAAI 2026 DETECT: Determining Ease and Textual Clarity of German Text Simplifications EACL 2026 Detecting Citation Hallucinations in Large Language Model Outputs (Student Abstract) AAAI 2026 Detecting Emotional Dynamic Trajectories: An Evaluation Framework for Emotional Support in Language Models AAAI 2026 Detecting Fake News in Short Videos Through Multi-View Aggregation AAAI 2026 Detecting Latin in Historical Books with Large Language Models: A Multimodal Benchmark EACL 2026 Detecting Overflow in Compressed Token Representations for Retrieval-Augmented Generation EACL 2026 Detecting reported speech as a token classification task: an application to Classical Latin? EACL 2026 Detecting (Un)answerability in Large Language Models with Linear Directions EACL 2026 Detecting Winning Arguments with Large Language Models and Persuasion Strategies EACL 2026 DetectRL-X: Towards Reliable Multilingual and Real-World LLM-Generated Text Detection ACL 2026 Detoxification for LLM: From Dataset Itself ACL 2026 Developing an English–Efik Corpus and Machine Translation System for Digitization Inclusion EACL 2026 Development and Benchmarking of a Blended Human-AI Qualitative Research Assistant ACL 2026 DevLake at LoResMT 2026: The Impact of Pre-training and Model Scale on Russian-Bashkir Low-Resource Translation EACL 2026 DFAgent: From Natural Language Data Interactions to Reusable Agent-Ready Tools AAAI 2026 DFKI-MLT at SemEval-2026 TASK 7: Steering Multilingual Models Towards Cultural Knowledge SemEval 2026 DF-RAG: Query-Aware Diversity for Retrieval-Augmented Generation EACL 2026 DHPLT: large-scale multilingual diachronic corpora and word representations for semantic change modelling EACL 2026 Diagnose, Then Repair: A Two-Stage MQM-Guided Post-Editing Framework for Domain-Specific Machine Translation ACL 2026 Diagnostic-Guided Dynamic Profile Optimization for LLM-based User Simulators in Sequential Recommendation AAAI 2026 Diagram2Structure: Unlocking LLMs' Diagram Comprehension through DiagramDiff, a Framework for Structuring Offline Diagrams CVPR 2026 DIAGRAMS : A Review Framework for Reasoning-Level Attribution in Diagram QA ACL 2026