Hongyi Yuan
11 papers · 2022–2024 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (6)
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Hot Topic Early Bird
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Cross-Pollinator
(11)
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Dynamic Duo
(11)
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Century Club
(11)
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Prolific Year
(6)
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Keyword Collector
(57)
Conferences
ACL (6)
NAACL (3)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
knowledge base
(2)
entity linking
(2)
large language model
(2)
reward model
(2)
text generation
(2)
named entity recognition
(2)
biomedical entity linking
(2)
transfer learning
(2)
mathematical reasoning
(1)
domain adaptation
(1)
multi-task learning
(1)
language modeling
(1)
entity disambiguation
(1)
language model alignment
(1)
language model
(1)
natural language generation
(1)
generative model
(1)
named entity disambiguation
(1)
reinforcement learning from human feedback
(1)
data augmentation
(1)
Papers
Routing to the Expert: Efficient Reward-guided Ensemble of Large Language Models
NAACL 2024
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
ACL 2024
MuggleMath: Assessing the Impact of Query and Response Augmentation on Math Reasoning
ACL 2024
Speculative Contrastive Decoding
ACL 2024
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
ICLR 2024
Text Diffusion Model with Encoder-Decoder Transformers for Sequence-to-Sequence Generation
NAACL 2024
HyPe: Better Pre-trained Language Model Fine-tuning with Hidden Representation Perturbation
ACL 2023
Exploring Partial Knowledge Base Inference in Biomedical Entity Linking
ACL 2023
RRHF: Rank Responses to Align Language Models with Human Feedback
NIPS 2023
BioBART: Pretraining and Evaluation of A Biomedical Generative Language Model
ACL 2022
Generative Biomedical Entity Linking via Knowledge Base-Guided Pre-training and Synonyms-Aware Fine-tuning
NAACL 2022