Summarizing Multi-Party Argumentative Conversations in Reader Comment on News

نویسندگان

  • Emma Barker
  • Robert J. Gaizauskas
چکیده

Existing approaches to summarizing multi-party argumentative conversations in reader comment are extractive and fail to capture the argumentative nature of these conversations. Work on argument mining proposes schemes for identifying argument elements and relations in text but has not yet addressed how summaries might be generated from a global analysis of a conversation based on these schemes. In this paper we: (1) propose an issue-centred scheme for analysing and graphically representing argument in reader comment discussion in on-line news, and (2) show how summaries capturing the argumentative nature of reader comment can be generated from our graphical representation.

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

The SENSEI Annotated Corpus: Human Summaries of Reader Comment Conversations in On-line News

Researchers are beginning to explore how to generate summaries of extended argumentative conversations in social media, such as those found in reader comments in on-line news. To date, however, there has been little discussion of what these summaries should be like and a lack of humanauthored exemplars, quite likely because writing summaries of this kind of interchange is so difficult. In this ...

متن کامل

A trainable algorithm for summarizing news stories

This work proposes a trainable system for summarizing news and obtaining an approximate argumentative structure of the source text. To achieve these goals we use several techniques and heuristics, such as detecting the main concepts in the text, connectivity between sentences, occurrence of proper nouns, anaphors, discourse markers and a binary-tree representation (due to the use of an agglomer...

متن کامل

Creating Conversations: An Automated Dialog System

Online news sites often include a comments section where readers are allowed to leave their thoughts. These comments often contain interesting and insightful conversations between readers about the news article. However the richness of these conversations is often lost among other meaningless comments, and moreover all comments are found at the bottom of the web page. In this article, we discus...

متن کامل

Automatically Identifying Good Conversations Online (Yes, They Do Exist!)

Online news platforms curate high-quality content for their readers and, in many cases, users can post comments in response. While comment threads routinely contain unproductive banter, insults, or users “shouting” over each other, there are often good discussions buried among the noise. In this paper, we define a new task of identifying “good” conversations, which we call ERICs—Engaging, Respe...

متن کامل

Computing Backchannel Distributions in Multi-Party Conversations

In multi-party conversations it may not always be obvious who is talking to whom. Backchannels may provide a partial answer to this question, possibly in combination with some other events, such as gaze behaviors of the interlocutors. We look at some patterns in multi-party interaction relating features of backchannel behaviours to aspects of the partipation framework.

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

ثبت نام

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

عنوان ژورنال:

دوره   شماره 

صفحات  -

تاریخ انتشار 2016