activity
19942023
most citedOptimizing Dialogue Management with Reinforcement Learning: Experiments with the NJFun System

354 citations · 1.6k across the 74 of their papers we have counts for

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5 papers · 1 filter

cs.AI2017★ 11 cited

Using Summarization to Discover Argument Facets in Online Ideological Dialog

Amita Misra, Pranav Anand, Jean E Fox Tree +1

More and more of the information available on the web is dialogic, and a significant portion of it takes place in online forum conversations about current social and political topi…

cs.AI2017★ 4 cited

Topic Independent Identification of Agreement and Disagreement in Social Media Dialogue

Amita Misra, Marilyn Walker

Research on the structure of dialogue has been hampered for years because large dialogue corpora have not been available. This has impacted the dialogue research community's abilit…

cs.AI2017

Modelling Protagonist Goals and Desires in First-Person Narrative

Elahe Rahimtoroghi, Jiaqi Wu, Ruimin Wang +2

Many genres of natural language text are narratively structured, a testament to our predilection for organizing our experiences as narratives. There is broad consensus that underst…

cs.AI2011★ 77 cited

Automatically Training a Problematic Dialogue Predictor for a Spoken Dialogue System

A. Gorin, I. Langkilde-Geary, M. A. Walker +2

Spoken dialogue systems promise efficient and natural access to a large variety of information sources and services from any phone. However, current spoken dialogue systems are def…

cs.AI2011★ 74 cited

An Application of Reinforcement Learning to Dialogue Strategy Selection in a Spoken Dialogue System for Email

M. A. Walker

This paper describes a novel method by which a spoken dialogue system can learn to choose an optimal dialogue strategy from its experience interacting with human users. The method…