Shangmin Guo
11 papers · 2016–2024 · 6 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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πΊοΈ Taxonomy Completionist (27) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Triple Crown
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Renaissance Researcher
(6)
β
The Questioner
π
Century Club Β· Bronze
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Trend Setter
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(56)
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(5)
Deep Learning
(4)
Core AI
(4)
Optimization & Theory
(4)
Learning Types
(3)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Applications Β· Natural Language Processing
(2)
Methods
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Applications Β· Data Science & Analytics
(1)
Keywords
iterated learning
(2)
question answering
(2)
transfer learning
(1)
text classification
(1)
knowledge distillation
(1)
mutual information
(1)
supervised learning
(1)
weight update
(1)
reading comprehension
(1)
machine reading comprehension
(1)
deep learning
(1)
label smoothing
(1)
information retrieval
(1)
bayesian framework
(1)
bayesian inference
(1)
generative model
(1)
generalization bound
(1)
deep neural network
(1)
language model
(1)
regularization
(1)
Papers
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
NeurIPS 2024
Decoding-time Realignment of Language Models
ICML 2024
DRED: Zero-Shot Transfer in Reinforcement Learning via Data-Regularised Environment Design
ICML 2024
lpNTK: Better Generalisation with Less Data via Sample Interaction During Learning
ICLR 2024
How to prepare your task head for finetuning
ICLR 2023
Better Supervisory Signals by Observing Learning Paths
ICLR 2022
Expressivity of Emergent Languages is a Trade-off between Contextual Complexity and Unpredictability
ICLR 2022
Compositional languages emerge in a neural iterated learning model
ICLR 2020
IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations
IJCNLP 2017
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?
EACL 2017
Employing External Rich Knowledge for Machine Comprehension
IJCAI 2016