Natural Language Processing

H-Mem: Hybrid Multi-Dimensional Memory Management for Long-Context Conversational Agents EACL 2026 HOPE: Hybrid Optimized Parallel Encoding with Supervised and Unsupervised Semantic Fusion for Depression Symptom Detection ACL 2026 HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions ACL 2026 Hospitality-VQA: Decision-Oriented Informativeness Evaluation for Vision–Language Models EACL 2026 HotelQuEST: Balancing Quality and Efficiency in Agentic Search EACL 2026 Howard University-AI4PC at SemEval-2026 Task 1: Exploring Prompt Strategies for Automatic Humor Generation SemEval 2026 Howard University-AI4PC at SemEval-2026 Task 7: Culturally Aware Multilingual Model Routing Through a Mixture-of-Specialists Framework SemEval 2026 Howard University-AI4PC at SemEval-2026 Task 8: Query Reformulation and Dense-Lexical Retrieval Fusion for Multi-Turn Retrieval-Augmented Generation SemEval 2026 How Can Synthetic Data Improve Multilingual Language Model Pretraining? A Data Quality Perspective ACL 2026 How Controllable Are Large Language Models? A Unified Evaluation across Behavioral Granularities ACL 2026 How DDAIR you? Disambiguated Data Augmentation for Intent Recognition EACL 2026 How Does Alignment Enhance LLMs’ Multilingual Capabilities? A Language Neurons Perspective AAAI 2026 How Does Chain of Thought Think? Mechanistic Interpretability of Chain-of-Thought Reasoning with Sparse Autoencoding AAAI 2026 How Does LLM-powered Coding Assistance Shape Incidental Learning? Exploring Cognitive Forcing Strategies in Programming Education AAAI 2026 How Do Language Models Acquire Character-Level Information? EACL 2026 How Do Lexical Senses Correspond Between Spoken German and German Sign Language? EACL 2026 How Do LLMs Generate Contrastive Sentiments? A Mechanistic Perspective EACL 2026 How Far Can Pretrained LLMs Go in Symbolic Music? Controlled Comparisons of Supervised and Preference-based Adaptation EACL 2026 How Good Are LLMs at Processing Tool Outputs? EACL 2026 How Good is Your Wikipedia? Auditing Data Quality for Low-resource and Multilingual NLP ACL 2026 How Important is ‘Perfect’ English for Machine Translation Prompts? EACL 2026 How Much Pretraining Does Structured Data Need? EACL 2026 How Much Would a Clinician Edit This Draft? Evaluating LLM Alignment for Patient Message Response Drafting ACL 2026 How multilingual are multilingual LLMs? A case study in Northern Sámi-Finnish Translation EACL 2026 How Reliable are Confidence Estimators for Large Reasoning Models? A Systematic Benchmark on High-Stakes Domains EACL 2026