ALP: Adaptive Layerwise Pruning in Large Language Models

URMF: Uncertainty-aware Robust Multimodal Fusion for Multimodal Sarcasm Detection

Minimal-Context RAG: Structured Context Compression with Hierarchical Quality Control

Extract, Align, Reflect: An LLM-based Framework for Knowledge Graph Construction

When Sophisticated Eviction Fails: An Empirical Study of KV Cache Optimization for Hybrid Attention Models

PGBM: A Prompt-Gated Bi-directional Matching Framework for Zero-Shot Relation Triplet Extraction

T-araVLN: Translator for Agricultural Robotic Agents on Vision-and-Language Navigation

Enhancing Semantic Representation for Zero-shot Cognitive Diagnosis

TSS-RAG: Leveraging Teacher-Student Classroom Scenarios to Mitigate Hallucinations in Retrieval-Augmented Generation

BRACE: A Benign-history Robust Anchored Calibration and Evaluation Framework for Large Language Model Refusal

BATL: A Boundary-Aware Toxic Content Localization Method for Chinese Social Media

RLRoDA: Enhancing Decompilation Performance with Reinforcement Learning and Read-Only Data Augmentation

An Early Malicious Users Prediction Benchmark for Chinese Esports via Bullet Chats

SemanticRerank: Retrieval-Augmented Code Completion with Adaptive Semantic-Textual Fusion

Are Generative Recommenders Truly Fair? Auditing Bias with Conformal Calibration

Low-Resource Mongolian Grapheme-to-Phoneme Conversion with Confidence-Aware Self-Training and Two-Stage Deliberation Decoding