Large Language Models

Educators’ Perceptions of Large Language Models as Tutors: Comparing Human and AI Tutors in a Blind Text-only Setting ACL 2025 EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025 Efficiency-Effectiveness Reranking FLOPs for LLM-based Rerankers EMNLP 2025 Efficient and Robust Reinforcement Learning from Human Feedback AAAI 2025 Efficient but Vulnerable: Benchmarking and Defending LLM Batch Prompting Attack ACL 2025 Efficient Compositional Multi-tasking for On-device Large Language Models EMNLP 2025 Efficient Ensemble for Fine-tuning Language Models on Multiple Datasets ACL 2025 Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution AAAI 2025 Efficiently Selecting Response Generation Strategies for Synthetic Data Construction by Self-Aligned Perplexity EMNLP 2025 EfficientQAT: Efficient Quantization-Aware Training for Large Language Models ACL 2025 Efficient Vocabulary Reduction for Small Language Models COLING 2025 EfficientXLang: Towards Improving Token Efficiency Through Cross-Lingual Reasoning EMNLP 2025 EhiMeNLP at TSAR 2025 Shared Task Candidate Generation via Iterative Simplification and Reranking by Readability and Semantic Similarity EMNLP 2025 ELAB: Extensive LLM Alignment Benchmark in Persian Language ACL 2025 Embracing Large Language Models in Traffic Flow Forecasting ACL 2025 Empowering GraphRAG with Knowledge Filtering and Integration EMNLP 2025 Empowering LLMs to Understand and Generate Complex Vector Graphics CVPR 2025 Empowering Self-Learning of LLMs: Inner Knowledge Explicitation as a Catalyst AAAI 2025 EnAnchored-X2X: English-Anchored Optimization for Many-to-Many Translation EMNLP 2025 End-to-End Multilingual Automatic Dubbing via Duration-based Translation with Large Language Models EMNLP 2025 Engage for All: Making Ordinary Image Descriptions Appealing Again! ICCV 2025 ENGinius: A Bilingual LLM Optimized for Plant Construction Engineering ACL 2025 Enhance Multimodal Consistency and Coherence for Text-Image Plan Generation ACL 2025 Enhancing Automated Interpretability with Output-Centric Feature Descriptions ACL 2025 Enhancing Automatic Term Extraction with Large Language Models via Syntactic Retrieval ACL 2025