Foundation Models

EIFBENCH: Extremely Complex Instruction Following Benchmark for Large Language Models EMNLP 2025 Eliminating Position Bias of Language Models: A Mechanistic Approach ICLR 2025 ELLIS Alicante at CQs-Gen 2025: Winning the critical thinking questions shared task: LLM-based question generation and selection ACL 2025 Embracing Imperfection: Simulating Students with Diverse Cognitive Levels Using LLM-based Agents ACL 2025 Emergent Convergence in Multi-Agent LLM Annotation EMNLP 2025 EMOVA: Empowering Language Models to See, Hear and Speak with Vivid Emotions CVPR 2025 Empirical Privacy Variance ICML 2025 Empowering Healthcare Practitioners with Language Models: Structuring Speech Transcripts in Two Real-World Clinical Applications EMNLP 2025 Empowering LLMs with Pseudo-Untrimmed Videos for Audio-Visual Temporal Understanding AAAI 2025 Empowering Math Problem Generation and Reasoning for Large Language Model via Synthetic Data based Continual Learning Framework EMNLP 2025 EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records ACL 2025 EMULATE: A Multi-Agent Framework for Determining the Veracity of Atomic Claims by Emulating Human Actions ACL 2025 Enabling Visual Foundation Models to Teach Compact Students via Mixture of Distillation IJCAI 2025 Encoder of Thoughts: Enhancing Planning Ability in Language Agents Through Structural Embedding AAAI 2025 End-to-End Learnable Psychiatric Scale Guided Risky Post Screening for Depression Detection on Social Media EMNLP 2025 ENG-DRB: PDTB-style Discourse Relation Bank on Engineering Tutorial Video Scripts IJCNLP 2025 Enhanced Data Synthesis for LLM through Reasoning Structures Generated by Hierarchical GFlowNet ACL 2025 Enhancing Aging Biomarker Research through Large Language Models and Knowledge Graphs (Student Abstract) AAAI 2025 Enhancing AMR Parsing with Group Relative Policy Optimization ACL 2025 Enhancing Automated Grading in Science Education through LLM-Driven Causal Reasoning and Multimodal Analysis IJCAI 2025 Enhancing Chain of Thought Prompting in Large Language Models via Reasoning Patterns AAAI 2025 Enhancing Event Causality Identification with LLM Knowledge and Concept-Level Event Relations COLING 2025 Enhancing Foundation Models for Time Series Forecasting via Wavelet-based Tokenization ICML 2025 Enhancing Foundation Models in Transaction Understanding with LLM-based Sentence Embeddings EMNLP 2025 Enhancing Foundation Models with Federated Domain Knowledge Infusion ICML 2025