Foundation Models

Bridging the Dynamic Perception Gap: Training-Free Draft Chain-of-Thought for Dynamic Multimodal Spatial Reasoning EMNLP 2025 Bridging the Editing Gap in LLMs: FineEdit for Precise and Targeted Text Modifications EMNLP 2025 Bridging the Embodiment Gap in Agricultural Knowledge Representation for Language Models ACL 2025 Bridging the Gap Between Hyperdimensional Computing and Kernel Methods via the Nyström Method AAAI 2025 Bridging the Language Gap: Dynamic Learning Strategies for Improving Multilingual Performance in LLMs COLING 2025 Bringing Ladin to FLORES+ EMNLP 2025 Building a Functional Machine Translation Corpus for Kpelle ACL 2025 Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation IJCNLP 2025 Byte Latent Transformer: Patches Scale Better Than Tokens ACL 2025 C2LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation ACL 2025 C²RBench: A Chinese Complex Reasoning Benchmark for Large Language Models ACL 2025 CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks EMNLP 2025 CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation CVPR 2025 CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025 Call for Rigor in Reporting Quality of Instruction Tuning Data ACL 2025 CALM: Unleashing the Cross-Lingual Self-Aligning Ability of Language Model Question Answering NAACL 2025 CAMEL-Bench: A Comprehensive Arabic LMM Benchmark NAACL 2025 Can Large Language Models Act as Ensembler for Multi-GNNs? EMNLP 2025 Can Large Language Models Advance Crosswalks? The Case of Danish Occupation Codes NAACL 2025 Can Large Language Models Derive High-Level Cognition from Low-Level and Fragmented Foundational Information? AAAI 2025 Can Large Language Models Tackle Graph Partitioning? EMNLP 2025 Can Large Language Models Unlock Novel Scientific Research Ideas? EMNLP 2025 Can LLMs Clarify? Investigation and Enhancement of Large Language Models on Argument Claim Optimization COLING 2025 Can LLMs Generate Novel Research Ideas? A Large-Scale Human Study with 100+ NLP Researchers ICLR 2025 Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers ACL 2025