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Lingxiao Wei

2 accepted papers

2025

CNNSum: Exploring Long-Context Summarization with Large Language Models in Chinese Novels

ACL 2025finding

Large language models (LLMs) have been well-researched in various long-context tasks. However, the scarcity of long-context summarization datasets hinders progress in this area. To address this, we introduce CNNSum, a multi-scale long-context summarization benchmark based on Chinese novels, featurin…

2025

E2LLM: Encoder Elongated Large Language Models for Long-Context Understanding and Reasoning

EMNLP 2025

Processing long contexts is increasingly important for Large Language Models (LLMs) in tasks like multi-turn dialogues, code generation, and document summarization. This paper addresses the challenges of achieving high long-context performance, low computational complexity, and compatibility with pr