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pro vyhledávání: '"Nguyen, Hoang H."'
Naively assuming English as a source language may hinder cross-lingual transfer for many languages by failing to consider the importance of language contact. Some languages are more well-connected than others, and target languages can benefit from tr
Externí odkaz:
http://arxiv.org/abs/2404.12618
Autor:
Nguyen, Anh Duc, Nguyen, Tuan Dung, Nguyen, Quang Minh, Nguyen, Hoang H., Nguyen, Lam M., Toh, Kim-Chuan
This paper studies the Partial Optimal Transport (POT) problem between two unbalanced measures with at most $n$ supports and its applications in various AI tasks such as color transfer or domain adaptation. There is hence the need for fast approximat
Externí odkaz:
http://arxiv.org/abs/2312.13970
While Chain-of-Thought prompting is popular in reasoning tasks, its application to Large Language Models (LLMs) in Natural Language Understanding (NLU) is under-explored. Motivated by multi-step reasoning of LLMs, we propose Coarse-to-Fine Chain-of-T
Externí odkaz:
http://arxiv.org/abs/2310.14623
Recent advanced methods in Natural Language Understanding for Task-oriented Dialogue (TOD) Systems (e.g., intent detection and slot filling) require a large amount of annotated data to achieve competitive performance. In reality, token-level annotati
Externí odkaz:
http://arxiv.org/abs/2308.04712
Previous cross-lingual transfer methods are restricted to orthographic representation learning via textual scripts. This limitation hampers cross-lingual transfer and is biased towards languages sharing similar well-known scripts. To alleviate the ga
Externí odkaz:
http://arxiv.org/abs/2307.04361
Autor:
Nguyen, Hoang H., Song, Yin, Maret, Elizabeth L., Silori, Yogita, Willow, Rhiannon, Yocum, Charles F., Ogilvie, Jennifer P.
The photosystem II reaction center (PSII-RC) performs the primary energy conversion steps of oxygenic photosynthesis. While the PSII-RC has been studied extensively, the similar timescales of energy transfer and charge separation, and the severely ov
Externí odkaz:
http://arxiv.org/abs/2209.09992
Autor:
Nguyen, Hoang H., Nguyen, Nhat-Minh, Xie, Chunyao, Ahmadi, Zahra, Kudendo, Daniel, Doan, Thanh-Nam, Jiang, Lingxiao
Learning heterogeneous graphs consisting of different types of nodes and edges enhances the results of homogeneous graph techniques. An interesting example of such graphs is control-flow graphs representing possible software code execution flows. As
Externí odkaz:
http://arxiv.org/abs/2208.13252
We study the Unbalanced Optimal Transport (UOT) between two measures of possibly different masses with at most $n$ components, where the marginal constraints of standard Optimal Transport (OT) are relaxed via Kullback-Leibler divergence with regulari
Externí odkaz:
http://arxiv.org/abs/2202.03618
Autor:
Ahmadi, Zahra, Nguyen, Hoang H., Zhang, Zijian, Bozhkov, Dmytro, Kudenko, Daniel, Jofre, Maria, Calderoni, Francesco, Cohen, Noa, Solewicz, Yosef
Publikováno v:
In Journal of Computational Science September 2023 72
Autor:
Tandon, Animesh, Nguyen, Hoang H., Avula, Sravani, Seshadri, Dhruv R., Patel, Akash, Fares, Munes, Baloglu, Orkun, Amdani, Shahnawaz, Jafari, Roozbeh, Inan, Omer T., Drummond, Colin K.
Publikováno v:
In JACC: Advances March 2023 2(2)