Zobrazeno 1 - 8
of 8
pro vyhledávání: '"Zi, Yuxin"'
Natural language understanding (NLU) using neural network pipelines often requires additional context that is not solely present in the input data. Through Prior research, it has been evident that NLU benchmarks are susceptible to manipulation by neu
Externí odkaz:
http://arxiv.org/abs/2312.09932
Large Language Models (LLMs) encode meanings of words in the form of distributed semantics. Distributed semantics capture common statistical patterns among language tokens (words, phrases, and sentences) from large amounts of data. LLMs perform excee
Externí odkaz:
http://arxiv.org/abs/2306.13865
Transformer-based language models have achieved impressive success in various natural language processing tasks due to their ability to capture complex dependencies and contextual information using self-attention mechanisms. However, they are not wit
Externí odkaz:
http://arxiv.org/abs/2306.13501
Autor:
Roy, Kaushik, Zi, Yuxin, Gaur, Manas, Malekar, Jinendra, Zhang, Qi, Narayanan, Vignesh, Sheth, Amit
Language models have the potential to assess mental health using social media data. By analyzing online posts and conversations, these models can detect patterns indicating mental health conditions like depression, anxiety, or suicidal thoughts. They
Externí odkaz:
http://arxiv.org/abs/2306.09824
Autor:
Venkataramanan, Revathy, Roy, Kaushik, Raj, Kanak, Prasad, Renjith, Zi, Yuxin, Narayanan, Vignesh, Sheth, Amit
As people become more aware of their food choices, food computation models have become increasingly popular in assisting people in maintaining healthy eating habits. For example, food recommendation systems analyze recipe instructions to assess nutri
Externí odkaz:
http://arxiv.org/abs/2306.01805
A fundamental question in natural language processing is - what kind of language structure and semantics is the language model capturing? Graph formats such as knowledge graphs are easy to evaluate as they explicitly express language semantics and st
Externí odkaz:
http://arxiv.org/abs/2305.04989
Domain-specific language understanding requires integrating multiple pieces of relevant contextual information. For example, we see both suicide and depression-related behavior (multiple contexts) in the text ``I have a gun and feel pretty bad about
Externí odkaz:
http://arxiv.org/abs/2210.04307
Akademický článek
Tento výsledek nelze pro nepřihlášené uživatele zobrazit.
K zobrazení výsledku je třeba se přihlásit.
K zobrazení výsledku je třeba se přihlásit.