CLMMOct 24, 2021

Sentence Punctuation for Collaborative Commentary Generation in Esports Live-Streaming

arXiv:2110.12416v12 citations
Originality Synthesis-oriented
AI Analysis

This addresses a specific text processing challenge for Esports commentary generation, but it is incremental as it builds on existing methods.

The paper tackled the sentence punctuation problem for generating collaborative commentary in Esports live-streaming by proposing strategies to punctuate text sequences from YouTube into complete sentences, and found that punctuating by two sequences outperformed the baseline in evaluations.

To solve the existing sentence punctuation problem for collaborative commentary generation in Esports live-streaming, this paper presents two strategies for sentence punctuation for text sequences of game commentary, that is, punctuating sentences by two or three text sequence(s) originally punctuated by Youtube to obtain a complete sentence of commentary. We conducted comparative experiments utilizing and fine-tuning a state-of-the-art pre-trained generative language model among two strategies and the baseline to generate collaborative commentary. Both objective evaluations by automatic metrics and subjective analyses showed that our strategy of punctuating sentences by two text sequences outperformed the baseline.

Foundations

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