Foundation Models

GRIPF at TSAR 2025 Shared Task Towards controlled CEFR level simplification with the help of inter-model interactions EMNLP 2025 GRIT: Guided Relational Integration for Efficient Multi-Table Understanding EMNLP 2025 GRNFormer: A Biologically-Guided Framework for Integrating Gene Regulatory Networks into RNA Foundation Models ACL 2025 GroundCocoa: A Benchmark for Evaluating Compositional & Conditional Reasoning in Language Models NAACL 2025 Grounding Open-Domain Knowledge from LLMs to Real-World Reinforcement Learning Tasks: A Survey IJCAI 2025 Group-Aware Reinforcement Learning for Output Diversity in Large Language Models EMNLP 2025 Grouping Entities with Shared Properties using Multi-Facet Prompting and Property Embeddings EMNLP 2025 Group-SAE: Efficient Training of Sparse Autoencoders for Large Language Models via Layer Groups EMNLP 2025 Group then Scale: Dynamic Mixture-of-Experts Multilingual Language Model ACL 2025 GROVE: A Generalized Reward for Learning Open-Vocabulary Physical Skill CVPR 2025 Guiding LLM-based Smart Contract Generation with Finite State Machine IJCAI 2025 HALL-E: Hierarchical Neural Codec Language Model for Minute-Long Zero-Shot Text-to-Speech Synthesis ICLR 2025 Hallucination Detox: Sensitivity Dropout (SenD) for Large Language Model Training ACL 2025 Harnessing Language Model for Cross-Heterogeneity Graph Knowledge Transfer AAAI 2025 HARP: Hesitation-Aware Reframing in Transformer Inference Pass NAACL 2025 HATA: Trainable and Hardware-Efficient Hash-Aware Top-k Attention for Scalable Large Model Inference ACL 2025 Heads up! Large Language Models Can Perform Tasks Without Your Instruction via Selective Attention Head Masking ICML 2025 HEAL: A Hypothesis-Based Preference-Aware Analysis Framework EMNLP 2025 Hear Me Out: Interactive evaluation and bias discovery platform for speech-to-speech conversational AI Interspeech 2025 HellaSwag-Pro: A Large-Scale Bilingual Benchmark for Evaluating the Robustness of LLMs in Commonsense Reasoning ACL 2025 Hello Again! LLM-powered Personalized Agent for Long-term Dialogue NAACL 2025 Help Me Write a Story: Evaluating LLMs’ Ability to Generate Writing Feedback ACL 2025 HelpSteer3: Human-Annotated Feedback and Edit Data to Empower Inference-Time Scaling in Open-Ended General-Domain Tasks ACL 2025 HEP-NAS: Towards Efficient Few-shot Neural Architecture Search via Hierarchical Edge Partitioning AAAI 2025 HeTa: Relation-wise Heterogeneous Graph Foundation Attack Model IJCAI 2025