2 citations · 2 across the 3 of their papers we have counts for
3 papers
cs.CL2026
STREAM: A Data-Centric Framework for Mining High-Value Task-Oriented Dialogues from Streaming Media
Liang Xue, Haoyu Liu, Cheng Wang +3
Large language models for vertical domains are bottlenecked by the scarcity of complex, domain-specific task-oriented dialogues. Existing data acquisition pipelines face a persiste…
cs.CL2025
MME-RAG: Multi-Manager-Expert Retrieval-Augmented Generation for Fine-Grained Entity Recognition in Task-Oriented Dialogues
Liang Xue, Haoyu Liu, Yajun Tian +2
Fine-grained entity recognition is crucial for reasoning and decision-making in task-oriented dialogues, yet current large language models (LLMs) continue to face challenges in dom…
cs.LG2023★ 2 cited
Sentence Bag Graph Formulation for Biomedical Distant Supervision Relation Extraction
Hao Zhang, Yang Liu, Xiaoyan Liu +4
We introduce a novel graph-based framework for alleviating key challenges in distantly-supervised relation extraction and demonstrate its effectiveness in the challenging and impor…