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The Rational Speech Acts (RSA) model treats language use as a recursive process in which probabilistic speaker and listener agents reason about each other's intentions to enrich the literal semantics of their language along broadly Gricean lines.
Speakers’ and listeners’ processes in a word communication task
Seymour Rosenberg and Bertram D. Cohen · 1964
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Logic and conversation
H. Paul Grice · 1975
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Learning internal representations by error propagation
David E. Rumelhart, Geoffrey E. Hinton, and Ronald J. Williams · 1986
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Generalized Linear Models
Peter McCullagh and John A. Nelder · 1989
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Incremental speech production and referential overspecification
Thomas Pechmann · 1989
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Speaking: From Intention to Articulation
Willem JM Levelt · 1993
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Computational interpretations of the Gricean maxims in the generation of referring expressions
Robert Dale and Ehud Reiter · 1995
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A Gaussian prior for smoothing maximum entropy models
Stanley F. Chen and Ronald Rosenfeld · 1999
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Convention
David Lewis · 2002
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A cognitive hierarchy model of games
Colin F. Camerer, Teck-Hua Ho, and Juin-Kuan Chong · 2004
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Do speakers and listeners observe the Gricean maxim of quantity?
Paul E. Engelhardt, Karl G.D. Bailey, and Fernanda Ferreira · 2006
Earlier work this paper cites.
Building a semantically transparent corpus for the generation of referring expressions
Kees van Deemter, Ielka van der Sluis, and Albert Gatt · 2006
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Evaluating algorithms for the generation of referring expressions using a balanced corpus
Albert Gatt, Ielka van der Sluis, and Kees van Deemter · 2007
Cited alongside, same era.
The TUNA Challenge 2008: Overview and evaluation results
Albert Gatt, Anja Belz, and Eric Kow · 2008
Cited alongside, same era.
Signal to Act: Game Theory in Pragmatics
Michael Franke · 2009
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The Elements of Statistical Learning
Trevor Hastie, Robert Tibshirani, and Jerome Friedman · 2009
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Large-scale machine learning with stochastic gradient descent
Léon Bottou · 2010
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A game-theoretic approach to generating spatial descriptions
Dave Golland, Percy Liang, and Dan Klein · 2010
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Are we Bayesian referring expression generators?
Albert Gatt, Roger P. G. van Gompel, Kees van Deemter, and Emiel Krahmer · 2013
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Emergence of Gricean maxims from multi-agent decision theory
Adam Vogel, Max Bodoia, Christopher Potts, and Dan Jurafsky · 2013
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Overspecification and the cost of pragmatic reasoning about referring expressions
Peter Baumann, Brady Clark, and Stefan Kaufmann · 2014
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Pragmatic reasoning through semantic inference
Leon Bergen, Roger Levy, and Noah D. Goodman · 2014
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Inferring word meanings by assuming that speakers are informative
Michael C. Frank and Noah D. Goodman · 2014
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Rationalizable signaling
Gerhard Jäger · 2014
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