SPKG: A Two-Stage Structured Prompting Framework for Knowledge Graph Construction

LGTSR: General Textual Semantic Representation and Topology-Aware Learning via Large Language Models

Syntax-Aware and Distribution-Aligned for Cross Domain Aspect Based Sentiment Analysis

Example Selection for In-Context Learning via Conditional Mutual Information

Zero-Shot Cross-Domain Dialogue State Tracking via Cross-Cluster Slot Prompting and Domain-Aware Contrastive Learning

HyperDistill: Structure-Aware Budgeted Evidence Distillation for Hypergraph Multi-Hop Question Answering

Characterizing and Detecting LLM Sycophancy: The SycoPrism Tri-Facet Benchmark and Preference-Pooled Reward Model

Towards Soft-Label Adaptive Knowledge Distillation for Low-Resource Neural Machine Translation

Sem-Mask Enhanced Cross-Modal Alignment for Event Causality Identification

Leveraging Multilingual PTMs for Enhanced Low-Resource NMT via Representation Learning

A Prompt-based Multi-branch Framework for Aspect-based Sentiment Analysis

RAG²: Reinforcement Learning and Multi-Agent Synergy for Graph-Enhanced Retrieval-Augmented Generation

Cognition, Situation, Behavior: Multi-Dimensional Modeling and Evaluation of Egocentric Social Intelligence in LLMs

An Implication-Enhanced Contrastive Learning Framework for Implicit Hate Speech Detection

TuDialCorpus: A School Counseling Conversation Dataset with Hierarchical Stage Transition and Supportive Strategy

H²G-RAG: A Hierarchical Hybrid Graph Retrieval Framework for Regulatory Question Answering