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Shangmin Guo
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Year
Compositional Languages Emerge in a Neural Iterated Learning Model
Y Ren, S Guo, M Labeau, SB Cohen, S Kirby
International Conference on Learning Representations 2020, 2020
882020
The Emergence of Compositional Languages for Numeric Concepts Through Iterated Learning in Neural Agents
S Guo, Y Ren, S Havrylov, S Frank, I Titov, K Smith
Evolution of Language International Conferences, 2020
292020
Better Supervisory Signals by Observing Learning Paths
Y Ren, S Guo, DJ Sutherland
International Conference on Learning Representations, 2022
222022
Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation
R Chen, Y Rong, S Guo, J Han, F Sun, T Xu, W Huang
arXiv preprint arXiv:2203.07988, 2022
182022
Which is the Effective Way for Gaokao: Information Retrieval or Neural Networks?
S Guo, X Zeng, S He, K Liu, J Zhao
Proceedings of the 15th Conference of the European Chapter of the …, 2017
172017
Employing External Rich Knowledge for Machine Comprehension.
B Wang, S Guo, K Liu, S He, J Zhao
IJCAI, 2929-2925, 2016
172016
Expressivity of Emergent Language is a Trade-off between Contextual Complexity and Unpredictability
S Guo, Y Ren, K Mathewson, S Kirby, SV Albrecht, K Smith
International Conference on Learning Representations, 2022
14*2022
Ijcnlp-2017 task 5: Multi-choice question answering in examinations
S Guo, K Liu, S He, C Liu, J Zhao, Z Wei
Proceedings of the IJCNLP 2017, Shared Tasks, 34-40, 2017
132017
Deep reinforcement learning for multi-agent interaction
IH Ahmed, C Brewitt, I Carlucho, F Christianos, M Dunion, E Fosong, ...
Ai Communications 35 (4), 357-368, 2022
122022
How to prepare your task head for finetuning
Y Ren, S Guo, W Bae, DJ Sutherland
International Conference on Learning Representations, 2023
92023
Emergence of Numeric Concepts in Multi-Agent Autonomous Communication
S Guo
arXiv preprint arXiv:1911.01098, 2019
52019
Direct Language Model Alignment from Online AI Feedback
S Guo, B Zhang, T Liu, T Liu, M Khalman, F Llinares, A Rame, T Mesnard, ...
arXiv preprint arXiv:2402.04792, 2024
42024
Economics Arena for Large Language Models
S Guo, H Bu, H Wang, Y Ren, D Sui, Y Shang, S Lu
arXiv preprint arXiv:2401.01735, 2024
32024
Communicative Efficiency or Iconic Learning: Do Acquisition and Communicative Pressures Interact to Shape Colour-Naming Systems?
B Gyevnar, G Dagan, C Haley, S Guo, F Mollica
Entropy 24 (11), 1542, 2022
22022
Language Model Evolution: An Iterated Learning Perspective
Y Ren, S Guo, L Qiu, B Wang, DJ Sutherland
arXiv preprint arXiv:2404.04286, 2024
2024
ICED: Zero-Shot Transfer in Reinforcement Learning via In-Context Environment Design
S Garcin, J Doran, S Guo, CG Lucas, SV Albrecht
arXiv preprint arXiv:2402.03479, 2024
2024
Decoding-time Realignment of Language Models
T Liu, S Guo, L Bianco, D Calandriello, Q Berthet, F Llinares, J Hoffmann, ...
arXiv preprint arXiv:2402.02992, 2024
2024
Sample Relationship from Learning Dynamics Matters for Generalisation
S Guo, Y Ren, SV Albrecht, K Smith
ICLR-2024, 2024
2024
Reinforcement Learning
S Garcin, S Guo
2023
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