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References (11)

[1]
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
2024Zhe Chen, Weiyun Wang et al.
[2]
How to Make the Most of LLMs' Grammatical Knowledge for Acceptability Judgments
2024Yusuke Ide, Yuto Nishida et al.
[3]
Log Probabilities Are a Reliable Estimate of Semantic Plausibility in Base and Instruction-Tuned Language Models
2024Carina Kauf, Emmanuele Chersoni et al.
[4]
Language models align with human judgments on key grammatical constructions
2024Jennifer Hu, Kyle Mahowald et al.
[5]
Evaluating Grammatical Well-Formedness in Large Language Models: A Comparative Study with Human Judgments
2024Zhuang Qiu, Xufeng Duan et al.
[6]
Improved Baselines with Visual Instruction Tuning
2023Haotian Liu, Chunyuan Li et al.
[7]
Deep Learning and Linguistic Representation
2021Shalom Lappin
[8]
How Furiously Can Colorless Green Ideas Sleep? Sentence Acceptability in Context
2020Jey Han Lau, C. S. Armendariz et al.
[9]
The Influence of Context on Sentence Acceptability Judgements
2018Jean-Philippe Bernardy, Shalom Lappin et al.
[10]
Grammaticality, Acceptability, and Probability: A Probabilistic View of Linguistic Knowledge
2017Jey Han Lau, Alexander Clark et al.
[11]
Moses: Open Source Toolkit for Statistical Machine Translation
2007Philipp Koehn, Hieu T. Hoang et al.

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