Natural Language Processing

SkipCLM: Enhancing Crosslingual Alignment of Decoder Transformer Models via Contrastive Learning and Skip Connection NAACL 2025 Skip-Salsa: Skip Synchronous Fusion of ASR LLM Decoders Interspeech 2025 Skip-Thinking: Chunk-wise Chain-of-Thought Distillation Enable Smaller Language Models to Reason Better and Faster EMNLP 2025 skLEP: A Slovak General Language Understanding Benchmark ACL 2025 SKPD Emergency @ NLU of Devanagari Script Languages 2025: Devanagari Script Classification using CBOW Embeddings with Attention-Enhanced BiLSTM COLING 2025 SK-VQA: Synthetic Knowledge Generation at Scale for Training Context-Augmented Multimodal LLMs ICML 2025 SkyLLM: Cross-LLM-APIs Federation for Cost-effective Query Processing ACL 2025 Slamming: Training a Speech Language Model on One GPU in a Day ACL 2025 SLAM-Omni: Timbre-Controllable Voice Interaction System with Single-Stage Training ACL 2025 SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment COLING 2025 SLARD: A Chinese Superior Legal Article Retrieval Dataset COLING 2025 SlavicNLP 2025 Shared Task: Detection and Classification of Persuasion Techniques in Parliamentary Debates and Social Media ACL 2025 SLENDER: Structured Outputs for SLM-based NER in Low-Resource Englishes ACL 2025 SlideChat: A Large Vision-Language Assistant for Whole-Slide Pathology Image Understanding CVPR 2025 SlideCoder: Layout-aware RAG-enhanced Hierarchical Slide Generation from Design EMNLP 2025 Sliding Windows Are Not the End: Exploring Full Ranking with Long-Context Large Language Models ACL 2025 SlimLLM: Accurate Structured Pruning for Large Language Models ICML 2025 SliM-LLM: Salience-Driven Mixed-Precision Quantization for Large Language Models ICML 2025 SlimLM: An Efficient Small Language Model for On-Device Document Assistance ACL 2025 SLM-Bench: A Comprehensive Benchmark of Small Language Models on Environmental Impacts EMNLP 2025 SLM-Mod: Small Language Models Surpass LLMs at Content Moderation NAACL 2025 SLM-SQL: An Exploration of Small Language Models for Text-to-SQL IJCNLP 2025 SLOT: Structuring the Output of Large Language Models EMNLP 2025 SLoW: Select Low-frequency Words! Automatic Dictionary Selection for Translation on Large Language Models EMNLP 2025 SMAB: MAB based word Sensitivity Estimation Framework and its Applications in Adversarial Text Generation NAACL 2025