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Large Language Models

2678 directly classified papers

Papers per year

Papers

DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph ACL 2025
Engage for All: Making Ordinary Image Descriptions Appealing Again! ICCV 2025
Evaluating Pretrained Causal Language Models for Synonymy ACL 2025
MetaMorph: Multimodal Understanding and Generation via Instruction Tuning ICCV 2025
LangBridge: Interpreting Image as a Combination of Language Embeddings ICCV 2025
VisNumBench: Evaluating Number Sense of Multimodal Large Language Models ICCV 2025
MDIT-Bench: Evaluating the Dual-Implicit Toxicity in Large Multimodal Models ACL 2025
Visual Textualization for Image Prompted Object Detection ICCV 2025
Learning Together to Perform Better: Teaching Small-Scale LLMs to Collaborate via Preferential Rationale Tuning ACL 2025
GenAL: Generative Agent for Adaptive Learning AAAI 2025
Imagine to Hear: Auditory Knowledge Generation can be an Effective Assistant for Language Models ACL 2025
Graphic Design with Large Multimodal Model AAAI 2025
LLM4GEN: Leveraging Semantic Representation of LLMs for Text-to-Image Generation AAAI 2025
GlyphDraw2: Automatic Generation of Complex Glyph Posters with Diffusion Models and Large Language Models AAAI 2025
Low-Entropy Watermark Detection via Bayes’ Rule Derived Detector ACL 2025
In-context Prompt-augmented Micro-video Popularity Prediction AAAI 2025
MolRAG: Unlocking the Power of Large Language Models for Molecular Property Prediction ACL 2025
Efficient Language-instructed Skill Acquisition via Reward-Policy Co-Evolution AAAI 2025
Grammar-Based Code Representation: Is It a Worthy Pursuit for LLMs? ACL 2025
OAC: Output-adaptive Calibration for Accurate Post-training Quantization AAAI 2025
FLUE: Streamlined Uncertainty Estimation for Large Language Models AAAI 2025
Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025
SeqPO-SiMT: Sequential Policy Optimization for Simultaneous Machine Translation ACL 2025
LLM-based Online Prediction of Time-varying Graph Signals (Student Abstract) AAAI 2025
SUA: Stealthy Multimodal Large Language Model Unlearning Attack EMNLP 2025