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Yanling Xiao

2 accepted papers

2026

Probing How Scalable Table Data Enhances General Long-Context Reasoning

ICML 2026poster

As real-world tasks grow increasingly complex, long-context reasoning has become a core capability for Large Language Models (LLMs). However, few studies explore which data types are effective for long-context reasoning and why. We find that structured table data with periodic structures shows stron…

Cited by 0SourceScholar
2022

BiTIIMT: A Bilingual Text-infilling Method for Interactive Machine Translation

ACL 2022long

Interactive neural machine translation (INMT) is able to guarantee high-quality translations by taking human interactions into account. Existing IMT systems relying on lexical constrained decoding (LCD) enable humans to translate in a flexible translation order beyond the left-to-right. However, the…

Cited by 27SourcePDFScholar