Large Language Models

Program Synthesis Benchmark for Visual Programming in XLogoOnline Environment ACL 2025 ProLongVid: A Simple but Strong Baseline for Long-context Video Instruction Tuning EMNLP 2025 Prompt-Guided Internal States for Hallucination Detection of Large Language Models ACL 2025 Prompting LLMs: Length Control for Isometric Machine Translation ACL 2025 PROMTEC: Fast LLM Inference Decoding using Prompt Multi-Lookup with Template Database and Common Sequences ACL 2025 ProofAug: Efficient Neural Theorem Proving via Fine-grained Proof Structure Analysis ICML 2025 PROTECT: Policy-Related Organizational Value Taxonomy for Ethical Compliance and Trust ACL 2025 Proverbs Run in Pairs: Evaluating Proverb Translation Capability of Large Language Model ACL 2025 PruneCD: Contrasting Pruned Self Model to Improve Decoding Factuality EMNLP 2025 Pruning All-Rounder: Rethinking and Improving Inference Efficiency for Large Vision Language Models ICCV 2025 PSET: a Phonetics-Semantics Evaluation Testbed EMNLP 2025 Psycholinguistic Word Features: a New Approach for the Evaluation of LLMs Alignment with Humans ACL 2025 PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling ACL 2025 Pushing the Limits of BFP on Narrow Precision LLM Inference AAAI 2025 Q-Bench-Video: Benchmark the Video Quality Understanding of LMMs CVPR 2025 QG-SMS: Enhancing Test Item Analysis via Student Modeling and Simulation ACL 2025 QiMeng-GEMM: Automatically Generating High-Performance Matrix Multiplication Code by Exploiting Large Language Models AAAI 2025 QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead AAAI 2025 QSpec: Speculative Decoding with Complementary Quantization Schemes EMNLP 2025 Quality Assessment of Tabular Data using Large Language Models and Code Generation EMNLP 2025 Quality-Informed Segment-Level Error Correction Using Natural Language Explanations from xTower and Large Language Models EMNLP 2025 Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs EMNLP 2025 Quantized Can Still Be Calibrated: A Unified Framework to Calibration in Quantized Large Language Models ACL 2025 QueryAttack: Jailbreaking Aligned Large Language Models Using Structured Non-natural Query Language ACL 2025 Question Answering in Climate Adaptation for Agriculture: Model Development and Evaluation with Expert Feedback ACL 2025