What Limits Us? Analyzing Self-Reported Limitations in NLP Research
A large-scale analysis of the Limitations sections from ACL and EMNLP papers published between 2020 and 2025 to understand what researchers disclose about their own work is conducted, and a novel human-AI framework for iterative hybrid qualitative coding is implemented.
Tawan Thaepprasit, Peeranuth Kehasukcharoen, Wang Ding et al.
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