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Liliang Ren
Liliang Ren
Microsoft GenAI
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Cited by
Year
Phi-3 technical report: A highly capable language model locally on your phone
M Abdin, J Aneja, H Awadalla, A Awadallah, AA Awan, N Bach, A Bahree, ...
arXiv preprint arXiv:2404.14219, 2024
7502024
Towards universal dialogue state tracking
L Ren, K Xie, L Chen, K Yu
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
1592018
Scalable and accurate dialogue state tracking via hierarchical sequence generation
L Ren, J Ni, J McAuley
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
992019
Samba: Simple Hybrid State Space Models for Efficient Unlimited Context Language Modeling
L Ren, Y Liu, Y Lu, Y Shen, C Liang, W Chen
ICLR 2025, 2024
292024
Phi-3 technical report: A highly capable language model locally on your phone, 2024
M Abdin, J Aneja, H Awadalla, A Awadallah, AA Awan, N Bach, A Bahree, ...
URL https://arxiv. org/abs/2404.14219, 2024
242024
Sparse Modular Activation for Efficient Sequence Modeling
L Ren, Y Liu, S Wang, Y Xu, C Zhu, CX Zhai
Proceedings of the 37th Conference on Neural Information Processing Systems, 2023
162023
HySPA: Hybrid Span Generation for Scalable Text-to-Graph Extraction
L Ren, C Sun, H Ji, J Hockenmaier
Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021
162021
Cost-sensitive active learning for dialogue state tracking
K Xie, C Chang, L Ren, L Chen, K Yu
Proceedings of the 19th Annual SIGdial Meeting on Discourse and Dialogue …, 2018
142018
C-PMI: Conditional Pointwise Mutual Information for Turn-level Dialogue Evaluation
L Ren, M Sidhu, Q Zeng, RG Reddy, H Ji, CX Zhai
ACL DialDoc 2023, 2023
52023
RoNGBa: A Robustly Optimized Natural Gradient Boosting Training Approach with Leaf Number Clipping
L Ren, G Sun, J Wu
arXiv preprint arXiv:1912.02338, 2019
52019
Language Model Pre-Training with Sparse Latent Typing
L Ren, Z Zhang, H Wang, CR Voss, C Zhai, H Ji
Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022
32022
A simple fix for convolutional neural network via coordinate embedding
L Ren, Z Hao
arXiv preprint arXiv:2003.10589, 2020
32020
S2-Attention: Hardware-Aware Context Sharding Among Attention Heads
X Lin, Y Zhang, S Ge, L Ren, B Patra, V Chaudhary, H Peng, X Song
arXiv preprint arXiv:2407.17678, 2024
1*2024
BAP v2: An Enhanced Task Framework for Instruction Following in Minecraft Dialogues
P Jayannavar, L Ren, M Hudspeth, C Lambert, A Cordes, E Kaplan, ...
arXiv preprint arXiv:2501.10836, 2025
2025
CharmBana: Progressive Responses with Real-Time Internet Search for Knowledge-Powered Conversations
RG Reddy, S Chandra, MS Sidhu, H Bai, W Yao, P Pillai, K Aggarwal, ...
Alexa Prize SocialBot Grand Challenge 5, 2024
2024
Recurrent Soft Attention Model for Common Object Recognition
L Ren
arXiv preprint arXiv:1705.01921, 2017
2017
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