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Pan Lu
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Dynamic Fusion With Intra-and Inter-Modality Attention Flow for Visual Question Answering
P Gao, Z Jiang, H You, P Lu, SCH Hoi, X Wang, H Li
IEEE Conference on Computer Vision and Pattern Recognition (CVPR 2019), 6639 …, 2019
393*2019
Llama-adapter: Efficient fine-tuning of language models with zero-init attention
R Zhang, J Han, A Zhou, X Hu, S Yan, P Lu, H Li, P Gao, Y Qiao
International Conference on Learning Representations (ICLR 2024), 2024
3312024
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
P Lu, S Mishra, T Xia, L Qiu, KW Chang, SC Zhu, O Tafjord, P Clark, ...
Conference on Neural Information Processing Systems (NeurIPS 2022), 2022
3092022
Llama-adapter v2: Parameter-efficient visual instruction model
P Gao, J Han, R Zhang, Z Lin, S Geng, A Zhou, W Zhang, P Lu, C He, ...
arXiv preprint arXiv:2304.15010, 2023
2582023
Chameleon: Plug-and-play compositional reasoning with large language models
P Lu, B Peng, H Cheng, M Galley, KW Chang, YN Wu, SC Zhu, J Gao
Conference on Neural Information Processing Systems (NeurIPS 2023), 2023
2012023
Dynamic Prompt Learning via Policy Gradient for Semi-structured Mathematical Reasoning
P Lu, L Qiu, KW Chang, YN Wu, SC Zhu, T Rajpurohit, P Clark, A Kalyan
International Conference on Learning Representations (ICLR 2023), 2023
1082023
Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question Answering
P Lu, H Li, W Zhang, J Wang, X Wang
AAAI Conference on Artificial Intelligence (AAAI 2018), 2018
952018
R-VQA: Learning Visual Relation Facts with Semantic Attention for Visual Question Answering
P Lu, L Ji, W Zhang, N Duan, M Zhou, J Wang
International Conference on Knowledge Discovery and Data Mining (SIGKDD 2018), 2018
882018
Question-Guided Hybrid Convolution for Visual Question Answering
P Gao, P Lu, H Li, S Li, Y Li, S Hoi, X Wang
European Conference on Computer Vision (ECCV 2018), 2018
842018
Inter-GPS: Interpretable Geometry Problem Solving with Formal Language and Symbolic Reasoning
P Lu, R Gong, S Jiang, L Qiu, S Huang, X Liang, SC Zhu
Annual Meeting of the Association for Computational Linguistics (ACL 2021), 2021
822021
IconQA: A New Benchmark for Abstract Diagram Understanding and Visual Language Reasoning
P Lu, L Qiu, J Chen, T Xia, Y Zhao, W Zhang, Z Yu, X Liang, SC Zhu
Conference on Neural Information Processing Systems (NeurIPS 2021), 2021
722021
Knowledge Aware Semantic Concept Expansion for Image-Text Matching
B Shi, L Ji, P Lu, Z Niu, N Duan
International Joint Conferences on Artificial Intelligence (IJCAI 2019), 2019
71*2019
A Survey of Deep Learning for Mathematical Reasoning
P Lu, L Qiu, W Yu, S Welleck, KW Chang
Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023
662023
LILA: A Unified Benchmark for Mathematical Reasoning
S Mishra, M Finlayson, P Lu, L Tang, S Welleck, C Baral, T Rajpurohit, ...
Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), 2022
602022
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual Contexts
P Lu, H Bansal, T Xia, J Liu, C Li, H Hajishirzi, H Cheng, KW Chang, ...
International Conference on Learning Representations (ICLR 2024), 2024
56*2024
TheoremQA: A Theorem-driven Question Answering Dataset
W Chen, M Yin, M Ku, P Lu, E Wan, X Ma, J Xu, T Xia, X Wang
Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 2023
412023
Scibench: Evaluating college-level scientific problem-solving abilities of large language models
X Wang*, Z Hu*, P Lu*, Y Zhu*, J Zhang, S Subramaniam, AR Loomba, ...
arXiv preprint arXiv:2307.10635, 2023
372023
ValueNet: A New Dataset for Human Value Driven Dialogue System
L Qiu, Y Zhao, J Li, P L, B Peng, J Gao, SC Zhu
Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022), 2022
262022
Multimodal Procedural Planning via Dual Text-Image Prompting
Y Lu, P Lu, Z Chen, W Zhu, XE Wang, WY Wang
arXiv preprint arXiv:2305.01795, 2023
252023
UniGeo: Unifying Geometry Logical Reasoning via Reformulating Mathematical Expression
J Chen, T Li, J Qin, P Lu, L Lin, C Chen, X Liang
Conference on Empirical Methods in Natural Language Processing (EMNLP 2022), 2022
252022
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