2 papers
cs.AI2026
LISA: Linear-Indexed Sparse Attention for Efficient Long-Context Reasoning
Yu Zhao, Zekun Zhang, Fan Jiang +6
Recent advances in long chain-of-thought reasoning models such as DeepSeek-R1 have led to increasingly longer inference context lengths under the test-time scaling paradigm. Howeve…
cs.CL2024
PGA-SciRE: Harnessing LLM on Data Augmentation for Enhancing Scientific Relation Extraction
Yang Zhou, Shimin Shan, Hongkui Wei +2
Relation Extraction (RE) aims at recognizing the relation between pairs of entities mentioned in a text. Advances in LLMs have had a tremendous impact on NLP. In this work, we prop…