Foundation Models

TreeEval: Benchmark-Free Evaluation of Large Language Models through Tree Planning AAAI 2025 Tree-KG: An Expandable Knowledge Graph Construction Framework for Knowledge-intensive Domains ACL 2025 Tree of Agents: Improving Long-Context Capabilities of Large Language Models through Multi-Perspective Reasoning EMNLP 2025 Tree-of-Evolution: Tree-Structured Instruction Evolution for Code Generation in Large Language Models ACL 2025 Triangulating LLM Progress through Benchmarks, Games, and Cognitive Tests EMNLP 2025 TriLLaMa at CQs-Gen 2025: A Two-Stage LLM-Based System for Critical Question Generation ACL 2025 TritonBench: Benchmarking Large Language Model Capabilities for Generating Triton Operators ACL 2025 Troopers at BLP-2025 Task 2: Reward-Selective Fine-Tuning based Code Generation Approach for Bangla Prompts AACL 2025 TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation Models NAACL 2025 TRUST-VL: An Explainable News Assistant for General Multimodal Misinformation Detection EMNLP 2025 Truth Knows No Language: Evaluating Truthfulness Beyond English ACL 2025 TTPA: Token-level Tool-use Preference Alignment Training Framework with Fine-grained Evaluation EMNLP 2025 TurnaboutLLM: A Deductive Reasoning Benchmark from Detective Games EMNLP 2025 TurnBench-MS: A Benchmark for Evaluating Multi-Turn, Multi-Step Reasoning in Large Language Models EMNLP 2025 Two Steps from Hell: Compositionality on Chemical LMs EMNLP 2025 TypedThinker: Diversify Large Language Model Reasoning with Typed Thinking ICLR 2025 UAL-Bench: The First Comprehensive Unusual Activity Localization Benchmark WACV 2025 UltraIF: Advancing Instruction Following from the Wild EMNLP 2025 UltraModel: A Modeling Paradigm for Industrial Objects IJCAI 2025 U-MATH: A University-Level Benchmark for Evaluating Mathematical Skills in Large Language Models ACL 2025 Unanswerability Evaluation for Retrieval Augmented Generation ACL 2025 Understanding and Leveraging the Expert Specialization of Context Faithfulness in Mixture-of-Experts LLMs EMNLP 2025 Understanding LLM Development Through Longitudinal Study: Insights from the Open Ko-LLM Leaderboard NAACL 2025 Understanding LLMs’ Fluid Intelligence Deficiency: An Analysis of the ARC Task NAACL 2025 Understanding Overadaptation in Supervised Fine-Tuning: The Role of Ensemble Methods ICML 2025