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Resources & Methods

16,196 papers (36 classified directly here)

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Papers (including subtopics)

SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning ACL 2025 Summary Factual Inconsistency Detection Based on LLMs Enhanced by Universal Information Extraction ACL 2025 Supporting Plain Language Summarization of Psychological Meta-Analyses with Large Language Models IJCNLP 2025 Supportiveness-based Knowledge Rewriting for Retrieval-augmented Language Modeling NAACL 2025 Surge: On the Potential of Large Language Models as General-Purpose Surrogate Code Executors EMNLP 2025 Surprisal Dynamics for the Detection of Multi-Word Expressions in English IJCNLP 2025 SurveyGen-I: Consistent Scientific Survey Generation with Evolving Plans and Memory-Guided Writing IJCNLP 2025 Survey on Lexical Resources Focused on Multiword Expressions for the Purposes of NLP NAACL 2025 SusGen-GPT: A Data-Centric LLM for Financial NLP and Sustainability Report Generation NAACL 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 SWIFT: A Scalable Lightweight Infrastructure for Fine-Tuning AAAI 2025 SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation EMNLP 2025 SwissADT: An Audio Description Translation System for Swiss Languages NAACL 2025 Swushroomsia at SemEval-2025 Task 3: Probing LLMs’ Collective Intelligence for Multilingual Hallucination Detection SemEval 2025 SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization CVPR 2025 SYNC: A Synthetic Long-Context Understanding Benchmark for Controlled Comparisons of Model Capabilities EMNLP 2025 SynDARin: Synthesising Datasets for Automated Reasoning in Low-Resource Languages COLING 2025 SynerGen-VL: Towards Synergistic Image Understanding and Generation with Vision Experts and Token Folding CVPR 2025 Synergistic Multi-Agent Framework with Trajectory Learning for Knowledge-Intensive Tasks AAAI 2025 Synergistic Weak-Strong Collaboration by Aligning Preferences ACL 2025