Punctuation Restoration

Description from the archive archive 2025-07-28.

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

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Most implemented papers archive 2025-07-28

19 shown of 19 papers with code (51 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.

• BARTpho: Pre-trained Sequence-to-Sequence Models for Vietnamese
  20 Sep 2021 3 repositories listed
  We present BARTpho with two versions, BARTpho-syllable and BARTpho-word, which are the first public large-scale monolingual sequence-to-sequence models pre-trained for Vietnamese.
• HERITAGE: An End-to-End Web Platform for Processing Korean Historical Documents in Hanja
  21 Jan 2025 1 repository listed
  First, anyone interested in these documents can get a general understanding from the model predictions and the interactive glossary, especially MT outputs in Korean and English.
• When Does Classical Chinese Help? Quantifying Cross-Lingual Transfer in Hanja and Kanbun
  7 Nov 2024 1 repository listed
  Historical and linguistic connections within the Sinosphere have led researchers to use Classical Chinese resources for cross-lingual transfer when processing historical documents from Korea and Japan.
• Spontaneous Informal Speech Dataset for Punctuation Restoration
  17 Sep 2024 1 repository listed
  Presently, punctuation restoration models are evaluated almost solely on well-structured, scripted corpora.
• Punctuation Restoration Improves Structure Understanding Without Supervision
  13 Feb 2024 1 repository listed
  Unsupervised learning objectives like autoregressive and masked language modeling constitute a significant part in producing pre-trained representations that perform various downstream applications from natural language…
• Transformer Based Punctuation Restoration for Turkish
  15 Sep 2023 1 repository listed
  The punctuation restoration task is inherited from the automatic speech recognition domain.
• A Small and Fast BERT for Chinese Medical Punctuation Restoration
  24 Aug 2023 1 repository listed
  In clinical dictation, utterances after automatic speech recognition (ASR) without explicit punctuation marks may lead to the misunderstanding of dictated reports.
• Efficient Ensemble for Multimodal Punctuation Restoration using Time-Delay Neural Network
  26 Feb 2023 1 repository listed
  Punctuation restoration plays an essential role in the post-processing procedure of automatic speech recognition, but model efficiency is a key requirement for this task.
• Punctuation Restoration for Singaporean Spoken Languages: English, Malay, and Mandarin
  10 Dec 2022 1 repository listed
  The focus languages are English, Mandarin, and Malay which are three of the most popular languages in Singapore.
• BehancePR: A Punctuation Restoration Dataset for Livestreaming Video Transcript
  1 Jul 2022 1 repository listed
  This work presents a new human-annotated corpus, called BehancePR, for punctuation restoration in livestreaming video transcripts.
• indic-punct: An automatic punctuation restoration and inverse text normalization framework for Indic languages
  31 Mar 2022 1 repository listed
  Automatic Speech Recognition (ASR) generates text which is most of the times devoid of any punctuation.
• Vakyansh: ASR Toolkit for Low Resource Indic languages
  30 Mar 2022 1 repository listed
  We present Vakyansh, an end to end toolkit for Speech Recognition in Indic languages.
• A Context-Aware Feature Fusion Framework for Punctuation Restoration
  23 Mar 2022 1 repository listed
  To accomplish the punctuation restoration task, most existing approaches focused on leveraging extra information (e.
• Unified Multimodal Punctuation Restoration Framework for Mixed-Modality Corpus
  24 Jan 2022 1 repository listed
  The punctuation restoration task aims to correctly punctuate the output transcriptions of automatic speech recognition systems.
• Token-Level Supervised Contrastive Learning for Punctuation Restoration
  19 Jul 2021 1 repository listed
  Punctuation is critical in understanding natural language text.
• Incorporating External POS Tagger for Punctuation Restoration
  12 Jun 2021 1 repository listed
  Punctuation restoration is an important post-processing step in automatic speech recognition.
• PunKtuator: A Multilingual Punctuation Restoration System for Spoken and Written Text
  1 Apr 2021 1 repository listed
  Text transcripts without punctuation or sentence boundaries are hard to comprehend for both humans and machines.
• Automatic punctuation restoration with BERT models
  18 Jan 2021 1 repository listed
  We present an approach for automatic punctuation restoration with BERT models for English and Hungarian.
• Punctuation Restoration using Transformer Models for High-and Low-Resource Languages
  1 Nov 2020 1 repository listed
  In this work, we explore different transformer based models and propose an augmentation strategy for this task, focusing on high-resource (English) and low-resource (Bangla) languages.