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05/24/2023
Towards Revealing the Mystery behind Chain of Thought: A Theoretical Perspective
Recent studies have discovered that Chain-of-Thought prompting (CoT) can...
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05/22/2023
A study of conceptual language similarity: comparison and evaluation
An interesting line of research in natural language processing (NLP) aim...
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05/22/2023
Crosslingual Transfer Learning for Low-Resource Languages Based on Multilingual Colexification Graphs
Colexification in comparative linguistics refers to the phenomenon of a ...
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05/15/2023
Taxi1500: A Multilingual Dataset for Text Classification in 1500 Languages
While natural language processing tools have been developed extensively ...
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05/15/2023
A Crosslingual Investigation of Conceptualization in 1335 Languages
Languages differ in how they divide up the world into concepts and words...
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12/07/2022
Discovering Latent Knowledge in Language Models Without Supervision
Existing techniques for training language models can be misaligned with ...
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10/20/2022
Freeze then Train: Towards Provable Representation Learning under Spurious Correlations and Feature Noise
The existence of spurious correlations such as image backgrounds in the ...
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10/19/2022
On the Power of Pre-training for Generalization in RL: Provable Benefits and Hardness
Generalization in Reinforcement Learning (RL) aims to learn an agent dur...
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06/08/2021
Towards a Theoretical Framework of Out-of-Distribution Generalization
Generalization to out-of-distribution (OOD) data, or domain generalizati...
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01/21/2021