Corby Rosset
8 papers · 2020–2025 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 🐣 Hot Topic Early Bird
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Keyword Collector
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Artificial Intelligence
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Machine Learning
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Natural Language Processing
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Deep Learning
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Learning Types · Machine Learning
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(2)
Optimization & Theory · Machine Learning
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Optimization & Theory · Deep Learning
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Keywords
parameter-efficient tuning
(2)
large language model
(2)
language model
(2)
reinforcement learning from human feedback
(2)
attention mechanism
(1)
fact verification
(1)
policy optimization
(1)
preference optimization
(1)
direct preference optimization
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dense retrieval
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instruction tuning
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information retrieval
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preference modeling
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hidden state
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large multimodal model
(1)
question answering
(1)
reward model
(1)
multimodal large language model
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exploration strategy
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preference learning
(1)
Papers
Exploratory Preference Optimization: Harnessing Implicit Q*-Approximation for Sample-Efficient RLHF
ICLR 2025
Explorer: Scaling Exploration-driven Web Trajectory Synthesis for Multimodal Web Agents
ACL 2025
Automatic Pair Construction for Contrastive Post-training
NAACL 2024
Dodo: Dynamic Contextual Compression for Decoder-only LMs
ACL 2024
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts
ACL 2024
Augmenting Zero-Shot Dense Retrievers with Plug-in Mixture-of-Memories
EMNLP 2023
Axiomatic Preference Modeling for Longform Question Answering
EMNLP 2023
Transformer-XH: Multi-Evidence Reasoning with eXtra Hop Attention
ICLR 2020