Large Language Models

Towards a Real-time Swedish Speech Analyzer for Language Learning Games: A Hybrid AI Approach to Language Assessment ACL 2025 Towards Better Multi-task Learning: A Framework for Optimizing Dataset Combinations in Large Language Models NAACL 2025 Towards Comprehensive Evaluation of Open-Source Language Models: A Multi-Dimensional, User-Driven Approach ACL 2025 Towards Controllable Speech Synthesis in the Era of Large Language Models: A Systematic Survey EMNLP 2025 Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM Era IJCAI 2025 Towards Economical Inference: Enabling DeepSeek’s Multi-Head Latent Attention in Any Transformer-based LLMs ACL 2025 Towards Knowledge-Guided Biomedical Lay Summarization using Large Language Models NAACL 2025 Towards Massive Multilingual Holistic Bias ACL 2025 Towards Open Foundation Language Model and Corpus for Macedonian: A Low-Resource Language ACL 2025 Towards Optimal Evaluation Efficiency for Large Language Models EMNLP 2025 (Towards) Scalable Reliable Automated Evaluation with Large Language Models ACL 2025 Towards Statistical Factuality Guarantee for Large Vision-Language Models EMNLP 2025 Towards Truly Open, Language-Specific, Safe, Factual, and Specialized Large Language Models COLING 2025 Towards Unifying Evaluation of Counterfactual Explanations: Leveraging Large Language Models for Human-Centric Assessments AAAI 2025 Towards Verifiable Text Generation with Generative Agent AAAI 2025 Training Dynamics Underlying Language Model Scaling Laws: Loss Deceleration and Zero-Sum Learning ACL 2025 Training LLMs with MXFP4 AISTATS 2025 Training Long-Context LLMs Efficiently via Chunk-wise Optimization ACL 2025 TrajCogn: Leveraging LLMs for Cognizing Movement Patterns and Travel Purposes from Trajectories IJCAI 2025 Transforming Code Understanding: Clustering-Based Retrieval for Improved Summarization in Domain-Specific Languages COLING 2025 Transparent Reference-free Automated Evaluation of Open-Ended User Survey Responses EMNLP 2025 TRATES: Trait-Specific Rubric-Assisted Cross-Prompt Essay Scoring ACL 2025 Treasures in Discarded Weights for LLM Quantization AAAI 2025 Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ACL 2025 T-REG: Preference Optimization with Token-Level Reward Regularization ACL 2025