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08/04/2023
Forget Demonstrations, Focus on Learning from Textual Instructions
This work studies a challenging yet more realistic setting for zero-shot...
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05/22/2023
Adaptive Chameleon or Stubborn Sloth: Unraveling the Behavior of Large Language Models in Knowledge Clashes
By providing external information to large language models (LLMs), tool ...
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03/18/2023
Is Prompt All You Need? No. A Comprehensive and Broader View of Instruction Learning
Task semantics can be expressed by a set of input-to-output examples or ...
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03/03/2023
PAGE: A Position-Aware Graph-Based Model for Emotion Cause Entailment in Conversation
Conversational Causal Emotion Entailment (C2E2) is a task that aims at r...
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06/01/2022
MORE: A Metric Learning Based Framework for Open-domain Relation Extraction
Open relation extraction (OpenRE) is the task of extracting relation sch...
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09/13/2021
GradTS: A Gradient-Based Automatic Auxiliary Task Selection Method Based on Transformer Networks
A key problem in multi-task learning (MTL) research is how to select hig...
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08/18/2021