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Foundation Models

4845 directly classified papers

Papers per year

Papers

BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain ACL 2025
Unpacking Let Alone: Human-Scale Models Generalize to a Rare Construction in Form but not Meaning EMNLP 2025
IDEA: Enhancing the Rule Learning Ability of Large Language Model Agent through Induction, Deduction, and Abduction ACL 2025
MedDiT: A Knowledge-Controlled Diffusion Transformer Framework for Dynamic Medical Image Generation in Virtual Simulated Patient IJCAI 2025
KARPA: A Training-free Method of Adapting Knowledge Graph as References for Large Language Model’s Reasoning Path Aggregation ACL 2025
Exploring Changes in Nation Perception with Nationality-Assigned Personas in LLMs EMNLP 2025
GQC: LLM-Based Grouped QA Consolidation for Open-Domain Fact Verification at AVeriTeC ACL 2025
Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data EMNLP 2025
Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025
MoSEs: Uncertainty-Aware AI-Generated Text Detection via Mixture of Stylistics Experts with Conditional Thresholds EMNLP 2025
Towards Reliable Large Audio Language Model ACL 2025
fLSA: Learning Semantic Structures in Document Collections Using Foundation Models EMNLP 2025
AceMath: Advancing Frontier Math Reasoning with Post-Training and Reward Modeling ACL 2025
Inefficiencies of Meta Agents for Agent Design EMNLP 2025
Analyzing the Linguistic Priors of Language Models with Synthetic Languages ACL 2025
EEE-Bench: A Comprehensive Multimodal Electrical And Electronics Engineering Benchmark CVPR 2025
Deep Temporal Reasoning in Video Language Models: A Cross-Linguistic Evaluation of Action Duration and Completion through Perfect Times ACL 2025
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces CVPR 2025
Language Model Probabilities are Not Calibrated in Numeric Contexts ACL 2025
Hopfield-Fenchel-Young Networks: A Unified Framework for Associative Memory Retrieval JMLR 2025
Domain Regeneration: How well do LLMs match syntactic properties of text domains? ACL 2025
Distilling Multi-modal Large Language Models for Autonomous Driving CVPR 2025
Do Language Models Understand the Cognitive Tasks Given to Them? Investigations with the N-Back Paradigm ACL 2025
EgoLM: Multi-Modal Language Model of Egocentric Motions CVPR 2025
Reversal of Thought: Enhancing Large Language Models with Preference-Guided Reverse Reasoning Warm-up ACL 2025