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03/29/2023
AnnoLLM: Making Large Language Models to Be Better Crowdsourced Annotators
Many natural language processing (NLP) tasks rely on labeled data to tra...
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12/18/2022
Curriculum Sampling for Dense Retrieval with Document Expansion
The dual-encoder has become the de facto architecture for dense retrieva...
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10/21/2022
Metric-guided Distillation: Distilling Knowledge from the Metric to Ranker and Retriever for Generative Commonsense Reasoning
Commonsense generation aims to generate a realistic sentence describing ...
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09/26/2021
Parallel Refinements for Lexically Constrained Text Generation with BART
Lexically constrained text generation aims to control the generated text...
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09/13/2021