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NVLM: Open Frontier-Class Multimodal LLMs
[website]
Wenliang Dai*, Nayeon Lee*, Boxin Wang*, Zhuolin Yang*, Zihan Liu, Jon Barker, Tuomas Rintamaki,
Mohammad Shoeybi, Bryan Catanzaro, Wei Ping
arXiv
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Visual Instruction Tuning with Polite Flamingo
[code]
Delong Chen, Jianfeng Liu, Wenliang Dai, Baoyuan Wang
AAAI 2024
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InstructBLIP: Towards General-purpose Vision-Language Models with Instruction Tuning
[code]
Wenliang Dai*, Junnan Li*, Dongxu Li, Anthony Meng Huat Tiong, Junqi Zhao, Weisheng Wang, Boyang Li, Pascale Fung, Steven Hoi
NeurIPS 2023
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A Multitask, Multilingual, Multimodal Evaluation of ChatGPT on Reasoning, Hallucination, and Interactivity
[code]
Yejin Bang, Samuel Cahyawijaya, Nayeon Lee, Wenliang Dai, Dan Su, Bryan Wilie, Holy Lovenia, Ziwei Ji, Tiezheng Yu, Willy Chung, Quyet V. Do, Yan Xu, Pascale Fung
AACL 2023
- Area Chair Award (Language Modeling and Analysis)
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NusaCrowd: Open Source Initiative for Indonesian NLP Resources
[code]
Samuel Cahyawijaya*, Holy Lovenia*, Alham Fikri Aji*, Genta Indra Winata*, Bryan Wilie*, Fajri Koto*,
... (27 authors),
Wenliang Dai, ... (14 authors)
ACL 2023
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mCLIP: Multilingual CLIP via Cross-lingual Transfer
Guanhua Chen, Lu Hou, Yun Chen, Wenliang Dai, Lifeng Shang, Xin Jiang, Qun Liu, Jia Pan and Wenping Wang
ACL 2023
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Plausible May Not Be Faithful: Probing Object Hallucination in Vision-Language Pre-training
Wenliang Dai, Zihan Liu, Ziwei Ji, Dan Su, Pascale Fung
EACL 2023
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Survey of Hallucination in Natural Language Generation
Ziwei Ji, Nayeon Lee, Rita Frieske, Tiezheng Yu, Dan Su, Yan Xu, Etsuko Ishii, Yejin Bang, Wenliang Dai, Andrea Madotto, Pascale Fung
ACM Comput. Survey, 2022
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Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation
Wenliang Dai, Lu Hou, Lifeng Shang, Xin Jiang, Qun Liu, Pascale Fung
ACL 2022
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Vision Guided Generative Pre-trained Language Models for Multimodal Abstractive Summarization [code]
Tiezheng Yu*, Wenliang Dai*, Zihan Liu, Pascale Fung
EMNLP 2021
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Multimodal End-to-End Sparse Model for Emotion Recognition
[code]
Wenliang Dai*, Samuel Cahyawijaya*, Zihan Liu, Pascale Fung
NAACL 2021
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CrossNER: Evaluating Cross-Domain Named Entity Recognition
[code]
Zihan Liu, Yan Xu, Tiezheng Yu, Wenliang Dai, Ziwei Ji, Samuel Cahyawijaya, Andrea Madotto, Pascale Fung
AAAI 2021
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Multi-hop Question Generation with Graph Convolutional Network
[code]
Dan Su, Yan Xu, Wenliang Dai, Ziwei Ji, Tiezheng Yu, Pascale Fung
EMNLP 2020
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Modality-Transferable Emotion Embeddings for Low-Resource Multimodal Emotion Recognition
[code]
Wenliang Dai, Zihan Liu, Tiezheng Yu, Pascale Fung
AACL 2020