Large Language Models

EduLLM: Leveraging Large Language Models and Framelet-Based Signed Hypergraph Neural Networks for Student Performance Prediction ICML 2025 EduVidQA: Generating and Evaluating Long-form Answers to Student Questions based on Lecture Videos EMNLP 2025 EEG-Language Pretraining for Highly Label-Efficient Clinical Phenotyping ICML 2025 Efficient and Accurate Prompt Optimization: the Benefit of Memory in Exemplar-Guided Reflection ACL 2025 Efficient and Effective Prompt Tuning via Prompt Decomposition and Compressed Outer Product NAACL 2025 Efficient Data Labeling by Hierarchical Crowdsourcing with Large Language Models COLING 2025 Efficient Dynamic Clustering-Based Document Compression for Retrieval-Augmented-Generation EMNLP 2025 EfficientLLaVA: Generalizable Auto-Pruning for Large Vision-language Models CVPR 2025 Efficient Long Context Language Model Retrieval with Compression ACL 2025 Efficiently Learning at Test-Time: Active Fine-Tuning of LLMs ICLR 2025 Efficient OpAmp Adaptation for Zoom Attention to Golden Contexts ACL 2025 Efficient Pretraining Data Selection for Language Models via Multi-Actor Collaboration ACL 2025 EfficientQAT: Efficient Quantization-Aware Training for Large Language Models ACL 2025 EFSA-CLC: Enhancing Zero-shot Entity-level Financial Sentiment Analysis with Cross-lingual Collaboration IJCNLP 2025 EgoLM: Multi-Modal Language Model of Egocentric Motions CVPR 2025 EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025 ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025 ELBA-Bench: An Efficient Learning Backdoor Attacks Benchmark for Large Language Models ACL 2025 Eliciting Critical Reasoning in Retrieval-Augmented Generation via Contrastive Explanations NAACL 2025 Eliciting Textual Descriptions from Representations of Continuous Prompts ACL 2025 ELICIT: LLM Augmentation Via External In-context Capability ICLR 2025 ELITE: Enhanced Language-Image Toxicity Evaluation for Safety ICML 2025 ELITR-Bench: A Meeting Assistant Benchmark for Long-Context Language Models COLING 2025 ELLIS Alicante at CQs-Gen 2025: Winning the critical thinking questions shared task: LLM-based question generation and selection ACL 2025 Embedding Domain Knowledge for Large Language Models via Reinforcement Learning from Augmented Generation EMNLP 2025