large language model

SIFT: Grounding LLM Reasoning in Contexts via Stickers EMNLP 2025 SignAlignLM: Integrating Multimodal Sign Language Processing into Large Language Models ACL 2025 SIKeD: Self-guided Iterative Knowledge Distillation for Mathematical Reasoning ACL 2025 SILC-EFSA: Self-aware In-context Learning Correction for Entity-level Financial Sentiment Analysis COLING 2025 silp_nlp at SemEval-2025 Task 2: An Effect of Entity Awareness in Machine Translation Using LLM SemEval 2025 SiLQ: Simple Large Language Model Quantization-Aware Training IJCNLP 2025 Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation AAAI 2025 SIMBA UQ: Similarity-Based Aggregation for Uncertainty Quantification in Large Language Models EMNLP 2025 SimMark: A Robust Sentence-Level Similarity-Based Watermarking Algorithm for Large Language Models EMNLP 2025 SimPER: A Minimalist Approach to Preference Alignment without Hyperparameters ICLR 2025 Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation EMNLP 2025 Simple Test Time Scaling for Machine Translation: Kaze-MT at the WMT25 General Translation Task EMNLP 2025 Simple Yet Effective: An Information-Theoretic Approach to Multi-LLM Uncertainty Quantification EMNLP 2025 Simple Yet Effective: Extracting Private Data Across Clients in Federated Fine-Tuning of Large Language Models IJCNLP 2025 SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains NAACL 2025 SimSMoE: Toward Efficient Training Mixture of Experts via Solving Representational Collapse NAACL 2025 Simulate and Eliminate: Revoke Backdoors for Generative Large Language Models AAAI 2025 Simulating Classroom Education with LLM-Empowered Agents NAACL 2025 Simulating Dual-Process Thinking in Dialogue Topic Shift Detection COLING 2025 Simulating Emotional Intelligence in LLMs through Behavioral Conditioning and Analogical Retrieval ACL 2025 Simulating Identity, Propagating Bias: Abstraction and Stereotypes in LLM-Generated Text EMNLP 2025 Simulating Training Data Leakage in Multiple-Choice Benchmarks for LLM Evaluation AACL 2025 SimulBench: Evaluating Language Models with Creative Simulation Tasks NAACL 2025 Simultaneous Translation with Offline Speech and LLM Models in CUNI Submission to IWSLT 2025 ACL 2025 SimUSER: Simulating User Behavior with Large Language Models for Recommender System Evaluation ACL 2025