Sentence ReWriting

5 papers with code • 0 benchmarks • 2 datasets

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Most implemented papers

Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting

ChenRocks/fast_abs_rl ACL 2018

Inspired by how humans summarize long documents, we propose an accurate and fast summarization model that first selects salient sentences and then rewrites them abstractively (i. e., compresses and paraphrases) to generate a concise overall summary.

R&R: Metric-guided Adversarial Sentence Generation

DAI-Lab/fibber 17 Apr 2021

It improves the quality of adversarial examples by optimizing a critique score which combines the fluency, similarity, and misclassification metrics.

GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization

baoguangsheng/gemini 7 Apr 2023

To address this issue, we propose an adaptive model, GEMINI, that integrates a rewriter and a generator to mimic the sentence rewriting and abstracting techniques, respectively.

RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting

google-research/google-research 25 May 2023

In this work, we develop new strategies for instruction tuning and reinforcement learning to better align LLMs for cross-sentence rewriting tasks using diverse wording and structures expressed through natural languages including 1) generating rewriting instruction data from Wiki edits and public corpus through instruction generation and chain-of-thought prompting; 2) collecting comparison data for reward model training through a new ranking function.