large language model

Building Helpful-Only Large Language Models: A Complete Approach from Motivation to Evaluation IJCNLP 2025 Building Japanese Creativity Benchmarks and Applying them to Enhance LLM Creativity ACL 2025 Building Resource-Constrained Language Agents: A Korean Case Study on Chemical Toxicity Information EMNLP 2025 Building Safe GenAI Applications: An End-to-End Overview of Red Teaming for Large Language Models NAACL 2025 BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering EMNLP 2025 Bypass Back-propagation: Optimization-based Structural Pruning for Large Language Models via Policy Gradient ACL 2025 Bypassing LLM Guardrails: An Empirical Analysis of Evasion Attacks against Prompt Injection and Jailbreak Detection Systems ACL 2025 Bypassing the Exponential Dependency: Looped Transformers Efficiently Learn In-context by Multi-step Gradient Descent AISTATS 2025 ByteCheckpoint: A Unified Checkpointing System for Large Foundation Model Development NSDI 2025 C2LEVA: Toward Comprehensive and Contamination-Free Language Model Evaluation ACL 2025 C²RBench: A Chinese Complex Reasoning Benchmark for Large Language Models ACL 2025 C-3PO: Compact Plug-and-Play Proxy Optimization to Achieve Human-like Retrieval-Augmented Generation ICML 2025 CAC-CoT: Connector-Aware Compact Chain-of-Thought for Efficient Reasoning Data Synthesis Across Dual-System Cognitive Tasks EMNLP 2025 Cacheback: Speculative Decoding With Nothing But Cache EMNLP 2025 Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains EMNLP 2025 Cache Me If You Must: Adaptive Key-Value Quantization for Large Language Models ICML 2025 CAD-HLLM: Generating Executable CAD from Text with Hierarchical LLM Planning ACML 2025 CAD-Llama: Leveraging Large Language Models for Computer-Aided Design Parametric 3D Model Generation CVPR 2025 CAD-Recode: Reverse Engineering CAD Code from Point Clouds ICCV 2025 CA-GAR: Context-Aware Alignment of LLM Generation for Document Retrieval ACL 2025 CAIR: Counterfactual-based Agent Influence Ranker for Agentic AI Workflows EMNLP 2025 CAISA at SemEval-2025 Task 7: Multilingual and Cross-lingual Fact-Checked Claim Retrieval SemEval 2025 CaKE: Circuit-aware Editing Enables Generalizable Knowledge Learners EMNLP 2025 CALF: Aligning LLMs for Time Series Forecasting via Cross-modal Fine-Tuning AAAI 2025 CalibraEval: Calibrating Prediction Distribution to Mitigate Selection Bias in LLMs-as-Judges ACL 2025