Document Translation

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

3 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

15 shown of 15 papers with code (47 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.

• CodeXGLUE: A Machine Learning Benchmark Dataset for Code Understanding and Generation
  9 Feb 2021 7 repositories listed Syntology ran 1 of 1 samples · 0 unverified
  Benchmark datasets have a significant impact on accelerating research in programming language tasks.
• Pre-training via Paraphrasing
  26 Jun 2020 2 repositories listed Syntology ran 15 of 18 samples · 3 unverified · 3 pointer-only (licence)
  The objective noisily captures aspects of paraphrase, translation, multi-document summarization, and information retrieval, allowing for strong zero-shot performance on several tasks.
• Agent Capability Negotiation and Binding Protocol (ACNBP)
  16 Jun 2025 1 repository listed
  As multi-agent systems evolve to encompass increasingly diverse and specialized agents, the challenge of enabling effective collaboration between heterogeneous agents has become paramount, with traditional agent…
• Cross-Dialect Information Retrieval: Information Access in Low-Resource and High-Variance Languages
  17 Dec 2024 1 repository listed
  A large amount of local and culture-specific knowledge (e.
• DelTA: An Online Document-Level Translation Agent Based on Multi-Level Memory
  10 Oct 2024 1 repository listed Syntology ran 8 of 10 samples · 2 unverified
  Large language models (LLMs) have achieved reasonable quality improvements in machine translation (MT).
• M3T: A New Benchmark Dataset for Multi-Modal Document-Level Machine Translation
  12 Jun 2024 1 repository listed
  Document translation poses a challenge for Neural Machine Translation (NMT) systems.
• NusaWrites: Constructing High-Quality Corpora for Underrepresented and Extremely Low-Resource Languages
  19 Sep 2023 1 repository listed Syntology ran 9 of 14 samples · 5 unverified
  We compare the effectiveness of online scraping, human translation, and paragraph writing by native speakers in constructing datasets.
• TransDocs: Optical Character Recognition with word to word translation
  15 Apr 2023 1 repository listed
  While OCR has been used in various applications, its output is not always accurate, leading to misfit words.
• Modeling Context With Linear Attention for Scalable Document-Level Translation
  16 Oct 2022 1 repository listed
  Document-level machine translation leverages inter-sentence dependencies to produce more coherent and consistent translations.
• Neural Approaches to Multilingual Information Retrieval
  3 Sep 2022 1 repository listed
  Providing access to information across languages has been a goal of Information Retrieval (IR) for decades.
• UDAAN: Machine Learning based Post-Editing tool for Document Translation
  3 Mar 2022 1 repository listed
  UDAAN has an end-to-end Machine Translation (MT) plus post-editing pipeline wherein users can upload a document to obtain raw MT output.
• TransIns: Document Translation with Markup Reinsertion
  1 Nov 2021 1 repository listed
  This is challenging, as markup can be nested, apply to spans contiguous in source but non-contiguous in target etc.
• Rethinking Document-level Neural Machine Translation
  18 Oct 2020 1 repository listed Syntology ran 1 of 1 samples · 0 unverified · 1 pointer-only (licence)
  This paper does not aim at introducing a novel model for document-level neural machine translation.
• CLIReval: Evaluating Machine Translation as a Cross-Lingual Information Retrieval Task
  1 Jul 2020 1 repository listed
  We present CLIReval, an easy-to-use toolkit for evaluating machine translation (MT) with the proxy task of cross-lingual information retrieval (CLIR).
• Contextual Neural Model for Translating Bilingual Multi-Speaker Conversations
  2 Sep 2018 1 repository listed
  In this work, we propose the task of translating Bilingual Multi-Speaker Conversations, and explore neural architectures which exploit both source and target-side conversation histories for this task.

Syntology lines on 5 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.