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  3. ICASSP2023 MUG Challenge Track3: Topic Title Generation (TTG)
ModelScopeLLMIntermediateRegistration closed

ICASSP2023 MUG Challenge Track3: Topic Title Generation (TTG)

A intermediate llm competition requiring roughly 10–30 hours for an end-to-end practice run.

Difficulty
Intermediate
Estimated effort
10–30 hours
Registration deadline
Jan 31, 2023
Compute
Free GPU OK
OverviewPreparationSource

Overview

Who this competition fits

This suits NLP practitioners who can fine-tune text-generation models for Mandarin meeting transcripts and handle long, conversational input. It is open to academia and industry, but Alibaba employees and Zhejiang University faculty/students cannot participate.

Read the original official blurb
本项目为ICASSP2023 信号处理大挑战的通用会议理解及生成挑战赛(MUG challenge)。赛事构建并发布了目前为止规模最大的中文会议数据集,并基于会议人工转写结果进行了多项口语语言处理(SLP)任务的标注;目标是推动SLP在会议文本处理场景的研究并应对其中的多项关键挑战,包括 人人交互场景下多样化的口语现象、会议场景下的长篇章文档建模 等。 Official category: 算法竞赛. Participants: 59. Organizers: 阿里巴巴达摩院, 魔搭modelscope社区, 浙江大学.

Preparation

From registration to a first submission

  1. 01

    Mandarin NLP

  2. 02

    abstractive title generation

  3. 03

    meeting-transcript processing

  4. 04

    Transformer fine-tuning

  5. 05

    ROUGE evaluation

  6. 06

    ModelScope

Before you commit: The central challenge is producing concise, informative titles from long spoken-meeting segments that contain disfluencies, redundancies, grammar errors, coreference, and fragmented sentences. Participants must also work within a constrained-track setup: only specified public pre-trained models, the provided corpus, and permitted public corpora may be used.

Source

How this page was assembled

Competition information is structured from the official page. Scores are platform estimates for decision support; official rules take precedence.

Official competition page
ModelScope
Last checked
Dec 2, 2022

Entry assessment

est.
55

Prepare before joining

Overall fit estimate

Beginner fit55/100
Learning value58/100

Confirm eligibility and time commitment before moving into formal preparation.

Entry eligibility needs official confirmation

Open official pageSign in to saveOpen guide

Timeline

Registration deadline
Jan 31, 2023
Competition ends
Feb 6, 2023

Data and review state

Separate what is confirmed from what still needs review. Official rules and deadlines win.

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Source page verifiedMetric confirmedReviewed
Source published
Dec 2, 2022
Published on this site
Aug 11, 2026

Official metric is not published on the ModelScope competition listing; verify scoring on the competition page.