Sequence-to-sequence Language Modeling

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

7 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

4 shown of 4 papers with code (5 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.

• diff History for Neural Language Agents
  12 Dec 2023 1 repository listed Syntology ran 4 of 7 samples · 3 unverified
  On NetHack, an unsolved video game that requires long-horizon reasoning for decision-making, LMs tuned with diff history match state-of-the-art performance for neural agents while needing 1800x fewer training examples…
• ViHOS: Hate Speech Spans Detection for Vietnamese
  24 Jan 2023 1 repository listed
  The rise in hateful and offensive language directed at other users is one of the adverse side effects of the increased use of social networking platforms.
• Replacing Language Model for Style Transfer
  14 Nov 2022 1 repository listed
  The new span is generated via a non-autoregressive masked language model, which can better preserve the local-contextual meaning of the replaced token.
• Assemble Foundation Models for Automatic Code Summarization
  13 Jan 2022 1 repository listed
  Thereby, we propose a flexible and robust approach for automatic code summarization, based on neural models.

Syntology lines on 1 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.