2 papers
cs.CL2026
A Decomposition Perspective to Long-context Reasoning for LLMs
Yanling Xiao, Huaibing Xie, Guoliang Zhao +8
Long-context reasoning is essential for complex real-world applications, yet remains a significant challenge for Large Language Models (LLMs). Despite the rapid evolution in long-c…
cs.CL2023
BED: Bi-Encoder-Decoder Model for Canonical Relation Extraction
Nantao Zheng, Siyu Long, Xinyu Dai
Canonical relation extraction aims to extract relational triples from sentences, where the triple elements (entity pairs and their relationship) are mapped to the knowledge base. R…