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08/29/2023
TaskLAMA: Probing the Complex Task Understanding of Language Models
Structured Complex Task Decomposition (SCTD) is the problem of breaking ...
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06/13/2023
BoardgameQA: A Dataset for Natural Language Reasoning with Contradictory Information
Automated reasoning with unstructured natural text is a key requirement ...
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05/23/2023
Dr.ICL: Demonstration-Retrieved In-context Learning
In-context learning (ICL), teaching a large language model (LLM) to perf...
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01/26/2023
Understanding Finetuning for Factual Knowledge Extraction from Language Models
Language models (LMs) pretrained on large corpora of text from the web h...
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01/07/2022