Summary of Entropy-regularized Token-level Policy Optimization For Language Agent Reinforcement, by Muning Wen et al.
Entropy-Regularized Token-Level Policy Optimization for Language Agent Reinforcementby Muning Wen, Junwei Liao, Cheng Deng, Jun…
Summary of Breaking Symmetry When Training Transformers, by Chunsheng Zuo et al.
Breaking Symmetry When Training Transformersby Chunsheng Zuo, Michael GuerzhoyFirst submitted to arxiv on: 6 Feb…
Summary of How Do Transformers Perform In-context Autoregressive Learning?, by Michael E. Sander et al.
How do Transformers perform In-Context Autoregressive Learning?by Michael E. Sander, Raja Giryes, Taiji Suzuki, Mathieu…
Summary of Learning to Route Among Specialized Experts For Zero-shot Generalization, by Mohammed Muqeeth et al.
Learning to Route Among Specialized Experts for Zero-Shot Generalizationby Mohammed Muqeeth, Haokun Liu, Yufan Liu,…
Summary of Improving Token-based World Models with Parallel Observation Prediction, by Lior Cohen et al.
Improving Token-Based World Models with Parallel Observation Predictionby Lior Cohen, Kaixin Wang, Bingyi Kang, Shie…
Summary of On Provable Length and Compositional Generalization, by Kartik Ahuja et al.
On Provable Length and Compositional Generalizationby Kartik Ahuja, Amin MansouriFirst submitted to arxiv on: 7…
Summary of Neural Networks Learn Statistics Of Increasing Complexity, by Nora Belrose et al.
Neural Networks Learn Statistics of Increasing Complexityby Nora Belrose, Quintin Pope, Lucia Quirke, Alex Mallen,…
Summary of Provably Learning a Multi-head Attention Layer, by Sitan Chen et al.
Provably learning a multi-head attention layerby Sitan Chen, Yuanzhi LiFirst submitted to arxiv on: 6…
Summary of Distinguishing the Knowable From the Unknowable with Language Models, by Gustaf Ahdritz et al.
Distinguishing the Knowable from the Unknowable with Language Modelsby Gustaf Ahdritz, Tian Qin, Nikhil Vyas,…
Summary of Sociolinguistically Informed Interpretability: a Case Study on Hinglish Emotion Classification, by Kushal Tatariya et al.
Sociolinguistically Informed Interpretability: A Case Study on Hinglish Emotion Classificationby Kushal Tatariya, Heather Lent, Johannes…