Foundation Models

ChatGen: Automatic Text-to-Image Generation From FreeStyle Chatting CVPR 2025 ChatQA 2: Bridging the Gap to Proprietary LLMs in Long Context and RAG Capabilities ICLR 2025 ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data AAAI 2025 CHiP: Cross-modal Hierarchical Direct Preference Optimization for Multimodal LLMs ICLR 2025 ChronoBias: A Benchmark for Evaluating Time-conditional Group Bias in the Time-sensitive Knowledge of Large Language Models EMNLP 2025 Chumor 2.0: Towards Better Benchmarking Chinese Humor Understanding from (Ruo Zhi Ba) ACL 2025 CipherBank: Exploring the Boundary of LLM Reasoning Capabilities through Cryptography Challenge ACL 2025 Circuit Complexity Bounds for RoPE-based Transformer Architecture EMNLP 2025 CitaLaw: Enhancing LLM with Citations in Legal Domain ACL 2025 Citation Amnesia: On The Recency Bias of NLP and Other Academic Fields COLING 2025 CiteBART: Learning to Generate Citations for Local Citation Recommendation EMNLP 2025 City-Level Foreign Direct Investment Prediction with Tabular Learning on Judicial Data IJCAI 2025 Classifier-Augmented Generation for Structured Workflow Prediction EMNLP 2025 Classifying and Tracking International Aid Contribution Towards SDGs IJCAI 2025 ClearSight: Visual Signal Enhancement for Object Hallucination Mitigation in Multimodal Large Language Models CVPR 2025 ClimateCheck2025: Multi-Stage Retrieval Meets LLMs for Automated Scientfic Fact-Checking ACL 2025 ClinicalRAG: Automating Pharmaceutical Label Quality Control with Hierarchical RAG and Large Language Models AAAI 2025 CLIPScope: Enhancing Zero-Shot OOD Detection with Bayesian Scoring WACV 2025 CLNX: Bridging Code and Natural Language for C/C++ Vulnerability-Contributing Commits Identification AAAI 2025 CMMaTH: A Chinese Multi-modal Math Skill Evaluation Benchmark for Foundation Models COLING 2025 CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation ACL 2025 CoA-VLA: Improving Vision-Language-Action Models via Visual-Text Chain-of-Affordance ICCV 2025 CODA: Repurposing Continuous VAEs for Discrete Tokenization ICCV 2025 CodeAnubad at BLP-2025 Task 2: Efficient Bangla-to-Python Code Generation via Iterative LoRA Fine-Tuning of Gemma-2 AACL 2025 CodeDiffuser: Attention-Enhanced Diffusion Policy via VLM-Generated Code for Instruction Ambiguity RSS 2025