Foundation Models

Error Typing for Smarter Rewards: Improving Process Reward Models with Error-Aware Hierarchical Supervision EMNLP 2025 ETHIC: Evaluating Large Language Models on Long-Context Tasks with High Information Coverage NAACL 2025 Eval3D: Interpretable and Fine-grained Evaluation for 3D Generation CVPR 2025 Evaluating Compound AI Systems through Behaviors, Not Benchmarks EMNLP 2025 Evaluating Language Models as Synthetic Data Generators ACL 2025 Evaluating LLMs’ Mathematical and Coding Competency through Ontology-guided Interventions ACL 2025 Evaluating LLMs with Multiple Problems at once ACL 2025 Evaluating Multimodal Generative AI with Korean Educational Standards NAACL 2025 Evaluating Speech Foundation Models for Automatic Speech Recognition in the Low-Resource Kanyen’kéha Language Interspeech 2025 Evaluating Test-Time Scaling LLMs for Legal Reasoning: OpenAI o1, DeepSeek-R1, and Beyond EMNLP 2025 Evaluating the Consistency of LLM Evaluators COLING 2025 Evaluating the Evaluator: Measuring LLMs’ Adherence to Task Evaluation Instructions AAAI 2025 Evaluating the Role of Verifiers in Test-Time Scaling for Legal Reasoning Tasks EMNLP 2025 Everything Everywhere All at Once: LLMs can In-Context Learn Multiple Tasks in Superposition ICML 2025 EvoWiki: Evaluating LLMs on Evolving Knowledge ACL 2025 EWMoE: An Effective Model for Global Weather Forecasting with Mixture-of-Experts AAAI 2025 Exact Byte-Level Probabilities from Tokenized Language Models for FIM-Tasks and Model Ensembles ICLR 2025 Examining the Cultural Encoding of Gender Bias in LLMs for Low-Resourced African Languages ACL 2025 EXECUTE: A Multilingual Benchmark for LLM Token Understanding ACL 2025 ExeSQL: Self-Taught Text-to-SQL Models with Execution-Driven Bootstrapping for SQL Dialects EMNLP 2025 ExPERT: Modeling Human Behavior Under External Stimuli Aware Personalized MTPP AAAI 2025 Explanatory Capabilities of Large Language Models in Prescriptive Process Monitoring (Extended Abstract) IJCAI 2025 Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization ICML 2025 Explore the Reasoning Capability of LLMs in the Chess Testbed NAACL 2025 Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs EMNLP 2025