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08/06/2023
Automatically Correcting Large Language Models: Surveying the landscape of diverse self-correction strategies
Large language models (LLMs) have demonstrated remarkable performance ac...
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05/23/2023
INSTRUCTSCORE: Towards Explainable Text Generation Evaluation with Automatic Feedback
The field of automatic evaluation of text generation made tremendous pro...
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12/19/2022
SEScore2: Retrieval Augmented Pretraining for Text Generation Evaluation
Is it possible to leverage large scale raw and raw parallel corpora to b...
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10/10/2022
Not All Errors are Equal: Learning Text Generation Metrics using Stratified Error Synthesis
Is it possible to build a general and automatic natural language generat...
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10/07/2022
Visualize Before You Write: Imagination-Guided Open-Ended Text Generation
Recent advances in text-to-image synthesis make it possible to visualize...
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09/10/2022
Anticipating the Unseen Discrepancy for Vision and Language Navigation
Vision-Language Navigation requires the agent to follow natural language...
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06/06/2022
Neuro-Symbolic Causal Language Planning with Commonsense Prompting
Language planning aims to implement complex high-level goals by decompos...
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10/06/2021