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05/22/2023
DADA: Dialect Adaptation via Dynamic Aggregation of Linguistic Rules
Existing large language models (LLMs) that mainly focus on Standard Amer...
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12/15/2022
On Second Thought, Let's Not Think Step by Step! Bias and Toxicity in Zero-Shot Reasoning
Generating a chain of thought (CoT) can increase large language model (L...
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12/15/2022
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue
Modern virtual assistants use internal semantic parsing engines to conve...
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12/15/2022
Multi-VALUE: A Framework for Cross-Dialectal English NLP
Dialect differences caused by regional, social, and economic barriers ca...
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10/11/2022
Shapley Head Pruning: Identifying and Removing Interference in Multilingual Transformers
Multilingual transformer-based models demonstrate remarkable zero and fe...
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10/11/2021