Foundation Models

TODO: Enhancing LLM Alignment with Ternary Preferences ICLR 2025 Token Activation Map to Visually Explain Multimodal LLMs ICCV 2025 Token-based Decision Criteria Are Suboptimal in In-context Learning NAACL 2025 TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters ICLR 2025 Token-Level Density-Based Uncertainty Quantification Methods for Eliciting Truthfulness of Large Language Models NAACL 2025 Token-Level Logits Matter: A Closer Look at Speech Foundation Models for Ambiguous Emotion Recognition Interspeech 2025 Token-level Preference Self-Alignment Optimization for Multi-style Outline Controllable Generation ACL 2025 Token-Supervised Value Models for Enhancing Mathematical Problem-Solving Capabilities of Large Language Models ICLR 2025 TombRaider: Entering the Vault of History to Jailbreak Large Language Models EMNLP 2025 ToM: Leveraging Tree-oriented MapReduce for Long-Context Reasoning in Large Language Models EMNLP 2025 ToM-SSI: Evaluating Theory of Mind in Situated Social Interactions EMNLP 2025 Tonguescape: Exploring Language Models Understanding of Vowel Articulation NAACL 2025 Too Helpful, Too Harmless, Too Honest or Just Right? EMNLP 2025 TOOL-ED: Enhancing Empathetic Response Generation with the Tool Calling Capability of LLM COLING 2025 ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios COLING 2025 Tool Zero: Training Tool-Augmented LLMs via Pure RL from Scratch EMNLP 2025 Top2Pano: Learning to Generate Indoor Panoramas from Top-Down View ICCV 2025 Topic-Guided Reinforcement Learning with LLMs for Enhancing Multi-Document Summarization EMNLP 2025 TORSO: Template-Oriented Reasoning Towards General Tasks EMNLP 2025 TounsiBench: Benchmarking Large Language Models for Tunisian Arabic EMNLP 2025 Toward Reliable Scientific Hypothesis Generation: Evaluating Truthfulness and Hallucination in Large Language Models IJCAI 2025 Towards a Comprehensive, Efficient and Promptable Anatomic Structure Segmentation Model Using 3D Whole-Body CT Scans AAAI 2025 Towards Adapting Open-Source Large Language Models for Expert-Level Clinical Note Generation ACL 2025 Towards Advanced Mathematical Reasoning for LLMs via First-Order Logic Theorem Proving EMNLP 2025 Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer ICML 2025