Sentence ReWriting

Benchmarks archive 2025-07-28

No benchmark for this task in the archive.

Libraries

Not in the archive: the export carries no per-task library table, so there is nothing to show at snapshot 2025-07-28.

Datasets archive 2025-07-28

2 datasets whose archive record lists this task, ordered by the archive's paper count.

Subtasks archive 2025-07-28

No subtask under this task in the archive's task tree.

Most implemented papers archive 2025-07-28

5 shown of 5 papers with code (15 tagged with this task in all), ordered by repositories listed in the archive, not by stars (the archive holds no stars, so PwC's “Social” and “Latest” sorts cannot be reproduced). Papers without a page here are shown as plain text.

• Fast Abstractive Summarization with Reinforce-Selected Sentence Rewriting
  28 May 2018 3 repositories listed Syntology ran 3 of 3 samples · 0 unverified · 2 pointer-only (licence)
  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.
• RewriteLM: An Instruction-Tuned Large Language Model for Text Rewriting
  25 May 2023 1 repository listed
  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…
• GEMINI: Controlling the Sentence-level Writing Style for Abstractive Text Summarization
  7 Apr 2023 1 repository listed Syntology ran 5 of 7 samples · 2 unverified
  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.
• Towards Document-Level Paraphrase Generation with Sentence Rewriting and Reordering
  15 Sep 2021 1 repository listed Syntology ran 1 of 7 samples · 6 unverified
  Paraphrase generation is an important task in natural language processing.
• R&R: Metric-guided Adversarial Sentence Generation
  17 Apr 2021 1 repository listed Syntology ran 0 of 6 samples · 6 unverified
  It improves the quality of adversarial examples by optimizing a critique score which combines the fluency, similarity, and misclassification metrics.

Syntology lines on 4 of the papers shown; no Syntology record for the others (a paper without an arXiv id cannot be joined to the graph, and absence from the graph layer is not a recorded non-run). “Ran” means the sample executed on a synthesized fixture, not that the paper's result was reproduced. Read from the graph 2026-09-24.