Natural Language Processing

SV-RAG: LoRA-Contextualizing Adaptation of MLLMs for Long Document Understanding ICLR 2025 Swahili News Classification: Performance, Challenges, and Explainability Across ML, DL, and Transformers ACL 2025 Swan and ArabicMTEB: Dialect-Aware, Arabic-Centric, Cross-Lingual, and Cross-Cultural Embedding Models and Benchmarks NAACL 2025 SWAN: SGD with Normalization and Whitening Enables Stateless LLM Training ICML 2025 SWEA: Updating Factual Knowledge in Large Language Models via Subject Word Embedding Altering AAAI 2025 SWEb: A Large Web Dataset for the Scandinavian Languages ICLR 2025 Sweeping Heterogeneity with Smart MoPs: Mixture of Prompts for LLM Task Adaptation AAAI 2025 SweetieChat: A Strategy-Enhanced Role-playing Framework for Diverse Scenarios Handling Emotional Support Agent COLING 2025 SweEval: Do LLMs Really Swear? A Safety Benchmark for Testing Limits for Enterprise Use NAACL 2025 SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning AAAI 2025 SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation EMNLP 2025 SwiLTra-Bench: The Swiss Legal Translation Benchmark ACL 2025 SwissADT: An Audio Description Translation System for Swiss Languages NAACL 2025 Swiss German Speech Translation and the Curse of Multidialectality ACL 2025 Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection SemEval 2025 SylloBio-NLI: Evaluating Large Language Models on Biomedical Syllogistic Reasoning NAACL 2025 SymBa: Symbolic Backward Chaining for Structured Natural Language Reasoning NAACL 2025 SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025 Sympathy over Polarization: A Computational Discourse Analysis of Social Media Posts about the July 2024 Trump Assassination Attempt IJCNLP 2025 Synapse@DravidianLangTech 2025: Multiclass Political Sentiment Analysis in Tamil X (Twitter) Comments: Leveraging Feature Fusion of IndicBERTv2 and Lexical Representations NAACL 2025 SynapticRAG: Enhancing Temporal Memory Retrieval in Large Language Models through Synaptic Mechanisms ACL 2025 SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025 SynClaimEval: A Framework for Evaluating the Utility of Synthetic Data in Long-Context Claim Verification AACL 2025 SyncMind: Measuring Agent Out-of-Sync Recovery in Collaborative Software Engineering ICML 2025 SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages COLING 2025