Shangmin Guo
11 papers · 2016–2024 · 6 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (8) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (6) 🐝 Cross-Pollinator (11)
🧭
Keyword Pioneer
🌍
Conference Polyglot
(6)
🏃
Academic Marathon
(8)
👑
Triple Crown
💎
Century Club
(11)
❓
The Questioner
Conferences
ICLR (5)
ICML (2)
EACL (1)
IJCAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Research topics
Keywords
question answering
(2)
text classification
(1)
information retrieval
(1)
reading comprehension
(1)
machine reading comprehension
(1)
deep learning
(1)
bayesian framework
(1)
deep neural network
(1)
iterated learning
(1)
bias amplification
(1)
cultural evolution
(1)
language model self-improvement
(1)
knowledge retrieval
(1)
multi-choice question
(1)
hybrid method
(1)
text entailment
(1)
educational nlp
(1)
large language model
(1)
neural network
(1)
multi-agent system
(1)
Papers
Bias Amplification in Language Model Evolution: An Iterated Learning Perspective
NIPS 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
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?
EACL 2017
IJCNLP-2017 Task 5: Multi-choice Question Answering in Examinations
IJCNLP 2017
Employing External Rich Knowledge for Machine Comprehension
IJCAI 2016