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M. Walker

80 papers hereh-index 6914.7k citations293 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • sole author10
  • first author9
  • middle author9
  • last author50

Across the 78 of 80 papers where every author was matched, so the position is known.

fields
  • cs.CL56
  • cmp-lg15
  • cs.AI5
  • astro-ph1
  • cs.HC1
  • cs.LG1
same name
  • M. Walker — 90 papers, h 45
  • M. Walker — 59 papers
  • M. Walker — 55 papers, h 23
  • M. Walker — 29 papers, h 17
  • M. Walker — 27 papers
  • M. Walker — 25 papers, h 22

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

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

collaborators
Showing 2011 · cs.AIShow all

2 papers · 2 filters

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…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.