Seuraa
Yilun Zhou
Yilun Zhou
Massachusetts Institute of Technology
Vahvistettu sähköpostiosoite verkkotunnuksessa mit.edu - Kotisivu
Nimike
Viittaukset
Viittaukset
Vuosi
Do Feature Attribution Methods Correctly Attribute Features?
Y Zhou, S Booth, MT Ribeiro, J Shah
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9623-9633, 2022
1662022
Asymptotically Optimal Planning by Feasible Kinodynamic Planning in a State–Cost Space
K Hauser, Y Zhou
IEEE Transactions on Robotics 32 (6), 1431-1443, 2016
1172016
Can Large Language Models Explain Themselves? A Study of LLM-Generated Self-Explanations
S Huang, S Mamidanna, S Jangam, Y Zhou, LH Gilpin
arXiv preprint arXiv:2310.11207, 2023
64*2023
6DOF Grasp Planning by Optimizing a Deep Learning Scoring Function
Y Zhou, K Hauser
Robotics: Science and Systems (RSS) Workshop on Revisiting Contact - Turning …, 2017
442017
Learning Household Task Knowledge from WikiHow Descriptions
Y Zhou, J Shah, S Schockaert
Proceedings of the 5th Workshop on Semantic Deep Learning (SemDeep-5), 50-56, 2019
372019
ExSum: From Local Explanations to Model Understanding
Y Zhou, MT Ribeiro, J Shah
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
322022
Bayes-TrEx: a Bayesian Sampling Approach to Model Transparency by Example
S Booth*, Y Zhou*, A Shah, J Shah
Proceedings of the AAAI Conference on Artificial Intelligence 35 (13), 11423 …, 2021
32*2021
Latent Space Alignment Using Adversarially Guided Self-Play
M Tucker, Y Zhou, JA Shah
International Journal of Human–Computer Interaction 38 (18-20), 1753-1771, 2022
26*2022
A Practical Review of Mechanistic Interpretability for Transformer-Based Language Models
D Rai, Y Zhou, S Feng, A Saparov, Z Yao
arXiv preprint arXiv:2407.02646, 2024
242024
Improving Generalization in Language Model-Based Text-to-SQL Semantic Parsing: Two Simple Semantic Boundary-Based Techniques
D Rai, B Wang, Y Zhou, Z Yao
arXiv preprint arXiv:2305.17378, 2023
242023
The Irrationality of Neural Rationale Models
Y Zheng, S Booth, J Shah, Y Zhou
2nd Workshop on Trustworthy Natural Language Processing (TrustNLP), 2022
222022
RoCUS: Robot Controller Understanding via Sampling
Y Zhou, S Booth, N Figueroa, J Shah
Conference on Robot Learning (CoRL), 2021
192021
Incorporating Side-Channel Information into Convolutional Neural Networks for Robotic Tasks
Y Zhou, K Hauser
IEEE International Conference on Robotics and Automation (ICRA), 2177-2183, 2017
192017
Direct Judgement Preference Optimization
P Wang, A Xu, Y Zhou, C Xiong, S Joty
arXiv preprint arXiv:2409.14664, 2024
16*2024
Towards Understanding the Behaviors of Optimal Deep Active Learning Algorithms
Y Zhou, A Renduchintala, X Li, S Wang, Y Mehdad, A Ghoshal
International Conference on Artificial Intelligence and Statistics, 1486-1494, 2021
152021
Predicting ConceptNet Path Quality Using Crowdsourced Assessments of Naturalness
Y Zhou, S Schockaert, J Shah
The World Wide Web Conference, 2460-2471, 2019
142019
CHAMP: A Competition-Level Dataset for Fine-Grained Analyses of LLMs' Mathematical Reasoning Capabilities
Y Mao, Y Kim, Y Zhou
arXiv preprint arXiv:2401.06961, 2024
132024
The Solvability of Interpretability Evaluation Metrics
Y Zhou, J Shah
Findings of the Association for Computational Linguistics: EACL 2023, 2023
132023
Long-Term Resource Allocation Fairness in Average Markov Decision Process (AMDP) Environment
G Ghalme*, V Nair*, V Patil*, Y Zhou*
International Conference on Autonomous Agents and Multiagent Systems, 525-533, 2022
13*2022
Dynamic Prioritization of Traffic in Home Networks
IN Bozkurt, Y Zhou, T Benson
CoNEXT Student Workshop, 2015
112015
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Artikkelit 1–20