Sentence ReWriting
5 papers with code • 0 benchmarks • 2 datasets
Benchmarks
These leaderboards are used to track progress in Sentence ReWriting
PoliteRewrite
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
•
•
It improves the quality of adversarial examples by optimizing a critique score which combines the fluency, similarity, and misclassification metrics.
Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering
l-zhe/corpg
•
•
Findings (EMNLP) 2021
Paraphrase generation is an important task in natural language processing.
GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization
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
•
•
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.
