Later doctoral students in scholarly lineages underperform earlier ones across short- and long-term metrics because they receive less senior mentorship and specialize more narrowly.
Weston Hughes, Keng-hao Chang, and Ruofei Zhang
3 Pith papers cite this work, alongside 22 external citations. Polarity classification is still indexing.
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Pith papers citing it
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2026 3representative citing papers
Self-critical policy-gradient training of a multi-product BERT MLM produces ad headlines that beat LSTM+RL baselines and human submissions on overlap metrics and blind quality/grammar audits.
Prefixing BART encoder input with bucketized CTR and length control tokens lets a single fine-tuned model generate ad headlines with controllable length and higher estimated CTR than prior baselines.
citing papers explorer
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Firstborn Advantage in the Ivory Tower: Mass Science, Expanding Scholarly Families, and the Reshaping of Academic Stratification
Later doctoral students in scholarly lineages underperform earlier ones across short- and long-term metrics because they receive less senior mentorship and specialize more narrowly.
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Ad Headline Generation using Self-Critical Masked Language Model
Self-critical policy-gradient training of a multi-product BERT MLM produces ad headlines that beat LSTM+RL baselines and human submissions on overlap metrics and blind quality/grammar audits.
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COBART: Controlled, Optimized, Bidirectional and Auto-Regressive Transformer for Ad Headline Generation
Prefixing BART encoder input with bucketized CTR and length control tokens lets a single fine-tuned model generate ad headlines with controllable length and higher estimated CTR than prior baselines.