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Papers (including subtopics)

StepFun-Formalizer: Unlocking the Autoformalization Potential of LLMs Through Knowledge-Reasoning Fusion AAAI 2026 Stepwise Contrastive Reasoning for Retrieval-Augmented Generation over Knowledge Graphs AAAI 2026 Stereotype Bias in a Bilingual Setting: A Culturally Grounded Evaluation in Kazakhstan ACL 2026 Stochastic Gradient Descenders at SemEval-2026 Task 9: Few-Shot LLM Prompting for Polarization Type Classification SemEval 2026 Stochastic Parrots or True Virtuosos? Digging Deeper Into the Audio-Video Understanding of AVQA Models EACL 2026 StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression AAAI 2026 STREAM-ZH: Simplified Topic Retrieval Exploration and Analysis Module for Chinese Language EACL 2026 StressRoBERTa: Cross-Condition Transfer Learning from Depression, Anxiety, and PTSD to Stress Detection EACL 2026 Stress Testing Factual Consistency Metrics for Long-Document Summarization ACL 2026 Structured Semantic Information Helps Retrieve Better Examples for In-Context Learning Applied to Few-Shot Relation Extraction ACL 2026 Structure-Guided Entity Resolution: Fine-Tuning LLMs for Robust Name Matching in Complex Linguistic Contexts ACL 2026 Structure Guided Retrieval-Augmented Generation for Factual Queries ACL 2026 Studying Expert-ese: Profiling and Classification of Domain-Specific Language Variation in Architecture with Traditional Machine Learning and LLMs EACL 2026 Style as Signature: Profile-Based Authorship Verification of Mihai Eminescu’s Journalistic Corpus EACL 2026 Style-First Authorship Verification for Academic Integrity in the Generative AI Era (Student Abstract) AAAI 2026 Stylometry at SemEval-2026 Task 13: Clustered Stylometric Modeling for Machine-Generated Code Detection SemEval 2026 Subject-level Inference for Realistic Text Anonymization Evaluation ACL 2026 Sudanese-Flores: Extending FLORES+ to Sudanese Arabic Dialect EACL 2026 Suggest-Verify-Revise: A Three-Stage Document-Level Event Causality Identification with Narrative Consistency ACL 2026 Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval AAAI 2026 Sujith Kanakkassery at AbjadMed: Imbalance-Aware Transformer Fine-tuning for Arabic Medical Text Classification EACL 2026 SU NLP 29 at SemEval-2026 Task 5: DynaOrd - Hybrid Dynamic Ordinal Regression with LoRA-Fine-Tuned DeBERTa-v3 SemEval 2026 Supervision versus Demonstration-Based In-Context Learning for Multiword Expression Classification ACL 2026 SURE or Not? Investigating Semantic Understanding in Dense Retrieval Models ACL 2026 SwanNLP at SemEval-2026 Task 5: An LLM-based Framework for Plausibility Scoring in Narrative Word Sense Disambiguation SemEval 2026