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08/30/2023
LM-Infinite: Simple On-the-Fly Length Generalization for Large Language Models
In recent years, there have been remarkable advancements in the performa...
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05/23/2023
CREATOR: Disentangling Abstract and Concrete Reasonings of Large Language Models through Tool Creation
Large Language Models (LLMs) have demonstrated significant progress in u...
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05/22/2023
LM-Switch: Lightweight Language Model Conditioning in Word Embedding Space
In recent years, large language models (LMs) have achieved remarkable pr...
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05/22/2023
In-Context Learning of Large Language Models Explained as Kernel Regression
Large language models (LLMs) have initiated a paradigm shift in transfer...
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05/22/2023
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning
Probabilistic logical rule learning has shown great strength in logical ...
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05/21/2023
Understanding the Effect of Data Augmentation on Knowledge Distillation
Knowledge distillation (KD) requires sufficient data to transfer knowled...
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05/19/2023
RCOT: Detecting and Rectifying Factual Inconsistency in Reasoning by Reversing Chain-of-Thought
Large language Models (LLMs) have achieved promising performance on arit...
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04/17/2023
Tool Learning with Foundation Models
Humans possess an extraordinary ability to create and utilize tools, all...
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11/07/2022
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations
Humans can classify an unseen category by reasoning on its language expl...
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05/07/2021
Learning Shared Semantic Space for Speech-to-Text Translation
Having numerous potential applications and great impact, end-to-end spee...
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02/04/2020