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Wenhu Chen
Wenhu Chen
Assistant Professor at University of Waterloo
Adresă de e-mail confirmată pe uwaterloo.ca - Pagina de pornire
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Enhancing the Locality and Breaking the Memory Bottleneck of Transformer on Time Series Forecasting
S Li, X Jin, Y Xuan, X Zhou, W Chen, YX Wang, X Yan
NeurIPS 2019, 2019
18922019
Program of Thoughts Prompting: Disentangling Computation from Reasoning for Numerical Reasoning Tasks
W Chen, X Ma, X Wang, WW Cohen
TMLR 2023, 2022
6362022
MMMU: A Massive Multi-discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI
X Yue, Y Ni, K Zhang, T Zheng, R Liu, G Zhang, S Stevens, D Jiang, ...
CVPR 2024, 2023
6102023
TabFact: A Large-scale Dataset for Table-based Fact Verification
W Chen, H Wang, J Chen, Y Zhang, H Wang, S Li, X Zhou, WY Wang
ICLR 2020, 2020
4732020
Video captioning via hierarchical reinforcement learning
X Wang, W Chen, J Wu, YF Wang, WY Wang
Proceedings of the IEEE conference on computer vision and pattern …, 2018
3152018
HybridQA: A Dataset of Multi-Hop Question Answering over Tabular and Textual Data
W Chen, H Zha, Z Chen, W Xiong, H Wang, W Wang
Proceedings of EMNLP 2020, 2020
3122020
MAmmoTH: Building Math Generalist Models through Hybrid Instruction Tuning
X Yue, X Qu, G Zhang, Y Fu, W Huang, H Sun, Y Su, W Chen
ICLR 2024, 2024
3002024
FinQA: A Dataset of Numerical Reasoning over Financial Data
Z Chen, W Chen, C Smiley, S Shah, I Borova, D Langdon, R Moussa, ...
EMNLP 2021, 2021
2762021
Open question answering over tables and text
W Chen, MW Chang, E Schlinger, W Wang, WW Cohen
ICLR 2021, 2021
1942021
No metrics are perfect: Adversarial reward learning for visual storytelling
X Wang*, W Chen*, YF Wang, WY Wang
ACL 2018, 2018
1922018
MagicBrush: A Manually Annotated Dataset for Instruction-Guided Image Editing
K Zhang, L Mo, W Chen, H Sun, Y Su
NeurIPS 2023, 2023
1852023
MMLU-Pro: A more robust and challenging multi-task language understanding benchmark
Y Wang, X Ma, G Zhang, Y Ni, A Chandra, S Guo, W Ren, A Arulraj, X He, ...
NeurIPS 2024 (Spotlight), 2024
1682024
Subject-driven Text-to-Image Generation via Apprenticeship Learning
W Chen, H Hu, Y Li, N Ruiz, X Jia, MW Chang, WW Cohen
NeurIPS 2023, 2023
1682023
Few-shot NLG with Pre-trained Language Model
Z Chen, H Eavani, W Chen, Y Liu, WY Wang
ACL 2020, 2019
1662019
Re-imagen: Retrieval-augmented text-to-image generator
W Chen, H Hu, C Saharia, WW Cohen
ICLR 2023, 2022
1652022
Semantically Conditioned Dialog Response Generation via Hierarchical Disentangled Self-Attention
W Chen, J Chen, P Qin, X Yan, WY Wang
ACL 2019, 2019
1632019
Logical Natural Language Generation from Open-Domain Tables
W Chen, J Chen, Y Su, Z Chen, WY Wang
ACL 2020, 2020
1622020
KGPT: Knowledge-Grounded Pre-Training for Data-to-Text Generation
W Chen, Y Su, X Yan, WY Wang
EMNLP 2020, 2020
1562020
On the Risk of Misinformation Pollution with Large Language Models
Y Pan, L Pan, W Chen, P Nakov, MY Kan, WY Wang
Findings of EMNLP 2023, 2023
1532023
Variational knowledge graph reasoning
W Chen, W Xiong, X Yan, W Wang
NAACL 2018, 2018
1502018
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