conftrace_

Ambrose Robinson

2 papers · 2024–2024 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

COLING (1) EMNLP (1)

Top co-authors

William Thorne (2) Diana Maynard (1) Xingyi Song (1) Yida Mu (1) Carolina Scarton (1) Nikolaos Aletras (1) Bohua Peng (1) Chenghua Lin (1) Kalina Bontcheva (1) Ben P. Wu (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Core AI (2) Learning Types (2) Reinforcement Learning (1) Application Areas (1) Methods (1)

Keywords

question generation (1) machine reading comprehension (1) reinforcement learning from human feedback (1) zero-shot classification (1) dataset generation (1) cultural heritage (1) computational social science (1) prompt complexity (1) large language model (1) synthetic preference (1) synthetic preference data (1) cultural heritage dataset (1)

Papers

Increasing the Difficulty of Automatically Generated Questions via Reinforcement Learning with Synthetic Preference for Cost-Effective Cultural Heritage Dataset Generation EMNLP 2024 Navigating Prompt Complexity for Zero-Shot Classification: A Study of Large Language Models in Computational Social Science COLING 2024