Le Zhang

According to our database, Le Zhang authored at least 12 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Assessing and Learning Alignment of Unimodal Vision and Language Models.

Le Zhang, Qian Yang, Aishwarya Agrawal

CoRR, 2024

Introducing Milabench: Benchmarking Accelerators for AI.

Pierre Delaunay, Xavier Bouthillier, Olivier Breuleux, Satya Ortiz-Gagné, Olexa Bilaniuk, Fabrice Normandin, Arnaud Bergeron, Bruno Carrez, Guillaume Alain, Soline Blanc, Frédéric Osterrath, Joseph Viviano, Roger Creus-Castanyer Darshan Patil, Rabiul Awal, Le Zhang

CoRR, 2024

MuGI: Enhancing Information Retrieval through Multi-Text Generation Intergration with Large Language Models.

Le Zhang, Yihong Wu, Qian Yang, Jian-Yun Nie

CoRR, 2024

VisMin: Visual Minimal-Change Understanding.

Rabiul Awal, Saba Ahmadi, Le Zhang, Aishwarya Agrawal

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Unifying Graph Convolution and Contrastive Learning in Collaborative Filtering.

Yihong Wu, Le Zhang, Fengran Mo, Tianyu Zhu, Weizhi Ma, Jian-Yun Nie

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Exploring the Best Practices of Query Expansion with Large Language Models.

Le Zhang, Yihong Wu, Qian Yang, Jian-Yun Nie

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2024, 2024

Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Compositional Understanding.

Le Zhang, Rabiul Awal, Aishwarya Agrawal

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering.

Rabiul Awal, Le Zhang, Aishwarya Agrawal

CoRR, 2023

Contrasting Intra-Modal and Ranking Cross-Modal Hard Negatives to Enhance Visio-Linguistic Fine-grained Understanding.

Le Zhang, Rabiul Awal, Aishwarya Agrawal

CoRR, 2023

MoqaGPT : Zero-Shot Multi-modal Open-domain Question Answering with Large Language Model.

Le Zhang, Yihong Wu, Fengran Mo, Jian-Yun Nie, Aishwarya Agrawal

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022

TreeMix: Compositional Constituency-based Data Augmentation for Natural Language Understanding.

Le Zhang, Zichao Yang, Diyi Yang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022

SUBS: Subtree Substitution for Compositional Semantic Parsing.

Jingfeng Yang, Le Zhang, Diyi Yang

Proceedings of the 2022 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2022