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08/15/2023
A User-Centered Evaluation of Spanish Text Simplification
We present an evaluation of text simplification (TS) in Spanish for a pr...
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07/13/2023
In-context Autoencoder for Context Compression in a Large Language Model
We propose the In-context Autoencoder (ICAE) for context compression in ...
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06/05/2023
Interactive Editing for Text Summarization
Summarizing lengthy documents is a common and essential task in our dail...
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04/20/2023
Multi-aspect Repetition Suppression and Content Moderation of Large Language Models
Natural language generation is one of the most impactful fields in NLP, ...
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04/17/2023
An Evaluation on Large Language Model Outputs: Discourse and Memorization
We present an empirical evaluation of various outputs generated by nine ...
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03/02/2023
Semiparametric Language Models Are Scalable Continual Learners
Semiparametric language models (LMs) have shown promise in continuously ...
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12/20/2022
Pay Attention to Your Tone: Introducing a New Dataset for Polite Language Rewrite
We introduce PoliteRewrite – a dataset for polite language rewrite which...
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12/08/2022
Momentum Calibration for Text Generation
The input and output of most text generation tasks can be transformed to...
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12/01/2022
Extensible Prompts for Language Models
We propose eXtensible Prompt (X-Prompt) for prompting a large language m...
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11/03/2022
Latent Prompt Tuning for Text Summarization
Prompts with different control signals (e.g., length, keywords, etc.) ca...
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05/20/2022