论文与出版物 XDoc: Unified Pre-training for Cross-Format Document Understanding Jingye Chen, Tengchao Lv, Lei Cui, Cha Zhang, Furu Wei EMNLP 2022 | December 2022 项目
论文与出版物 FAST: Improving Controllability for Text Generation with Feedback Aware Self-Training Junyi Chai, Reid Pryzant, Victor Ye Dong, Konstantin Golobokov, Chenguang Zhu, Yi Liu December 2022
论文与出版物 Industry-scale CO2 Flow Simulations with Model-Parallel Fourier Neural Operators Philipp Witte, Russell Hewett, Ranveer Chandra NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 项目
论文与出版物 LiteTransformerSearch: Training-free On-device Search for Efficient Autoregressive Language Models Mojan Javaheripi, Shital Shah, Subhabrata (Subho) Mukherjee, Tomasz L. Religa, Caio C. T. Mendes, Gustavo H. de Rosa, Sébastien Bubeck, Farinaz Koushanfar, Debadeepta Dey NeurIPS 2022 | December 2022 项目
论文与出版物 AutoDistil: Few-shot Task-agnostic Neural Architecture Search for Distilling Large Language Models Dongkuan Xu, Subhabrata (Subho) Mukherjee, Xiaodong Liu, Debadeepta Dey, Wenhui Wang, Xiang Zhang, Ahmed Awadallah, Jianfeng Gao NeurIPS 2022 | December 2022 项目 项目
论文与出版物 A Unified Understanding of Deep NLP Models for Text Classification Zhen Li, Xiting Wang, Weikai Yang, Jing Wu, Zhengyan Zhang, Zhiyuan Liu, Maosong Sun, Hui Zhang, Shixia Liu IEEE Transactions on Visualization and Computer Graphics (IEEE TVCG) | December 2022, 第 28 卷(12)
论文与出版物 Who Says Elephants Can’t Run: Bringing Large Scale MoE Models into Cloud Scale Production Hany Hassan Awadalla, YOUNG JIN KIM December 2022 项目
论文与出版物 ParaTag: A Dataset of Paraphrase Tagging for Fine-Grained Labels, NLG Evaluation, and Data Augmentation Shuohang Wang, Ruochen Xu, Yang Liu, Chenguang Zhu, Michael Zeng Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing | December 2022
论文与出版物 Surrogate Modeling for Methane Dispersion Simulations Using Fourier Neural Operator Qie Zhang, Micro Milletari, Yagna Oruganti, Philipp Witte NeurIPS 2022 Workshop Tackling Climate Change with Machine Learning | December 2022 Proposal Track 项目
论文与出版物 RASAT: Integrating Relational Structures into Pretrained Seq2Seq Model for Text-to-SQL Jiexing Qi, Jingyao Tang, Ziwei He, Yu Cheng, Chenghu Zhou, Xinbing Wang, Quanshi Zhang, Zhouhan Lin Conference on Empirical Methods in Natural Language Processing (EMNLP 2022) | December 2022