Natural Language Processing

Feedback-Aware Prompt Optimization Framework for Generating Job Postings EACL 2026 FER at SemEval-2026 Task 6: Analysis of Different Approaches to Unmasking Political Question Evasions SemEval 2026 FFE-Hallu: Hallucinations in Fixed Figurative Expressions: A Benchmark of Idioms and Proverbs in the Persian Language EACL 2026 Fiction Flows: A Replication and Reinterpretation of Narrative Sequentiality ACL 2026 Fine-Grained Analysis of Shared Syntactic Mechanisms in Language Models ACL 2026 Fine-grained Image Aesthetic Assessment: Learning Discriminative Scores from Relative Ranks CVPR 2026 Fine-Grained Semantic Comparison of Legal Documents using LLMs ACL 2026 FineRef: Fine-Grained Error Reflection and Correction for Long-Form Generation with Citations AAAI 2026 FiNERweb: Datasets and Artifacts for Scalable Multilingual Named Entity Recognition EACL 2026 FINEST: Improving LLM Responses to Sensitive Topics Through Fine-Grained Evaluation EACL 2026 Fine-Tuning Sample Order Matters in Propositional Logical Question-Answering (Student Abstract) AAAI 2026 Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective ACL 2026 Fine-tuning Zero-shot Large Language Models for Patient-reported Outcomes (Student Abstract) AAAI 2026 FinMathBench: A Formula-Driven Benchmark for Evaluating LLMs’ Math Reasoning Capabilities in Finance AAAI 2026 FinRpt: Dataset, Evaluation System and LLM-based Multi-agent Framework for Equity Research Report Generation AAAI 2026 FinSight: Towards Real-World Financial Deep Research ACL 2026 FIXME: Towards End-to-End Benchmarking of LLM-Aided Design Verification AAAI 2026 FLANS at SemEval-2026 Task 7: RAG with Open-Sourced Smaller LLMs for Everyday Knowledge Across Diverse Languages and Cultures SemEval 2026 FL-MSCL: A Unified Figurative Language Detection Model Driven by Multi-Type Signals and Contrastive Learning ACL 2026 Flora: Effortless Context Construction to Arbitrary Length and Scale AAAI 2026 Flow-Based Page Unique Semantic Mapping Architecture for Document Visual Question Answering ACL 2026 FLUKE: A Linguistically-Driven and Task-Agnostic Framework for Robustness Evaluation EACL 2026 FocalOrder: Focal Preference Optimization for Reading Order Detection ACL 2026 Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding CVPR 2026 Focusing Condition: Inference-Time Self-Contrastive Steering Elicits Better Conditional Text Embeddings in LLMs ACL 2026