A Game-Theoretic Account of Collaboration in Communication

Natural systems of communication are efficient in the sense that a single message can convey different semantic contents in different contexts. The robust disambiguation required for this efficiency is accounted for in game-theoretic terms, based on the fact that communication is inherently collaborative in the sense that both the sender and the receiver of a message basically want that the receiver interprets the message to mean the semantic content that the sender intended, even if either party may be unsincere. Both parties are motivated to share the context of communication, which renders an occasion of communication an n-person game, and the optimal encoding of contents by messages is obtained as an equilibrium maximizing the sum of the agents’ expected utilities over the whole context. Some heuristics concerning natural language anaphora are demonstrated to follow from this account.

[1]  Sarit Kraus,et al.  The role of representation in interaction (abstract): discovering focal points among alternative solutions , 1992, SIGO.

[2]  Marilyn A. Walker,et al.  Japanese Discourse and the Process of Centering , 1994, Comput. Linguistics.

[3]  Michael Brady,et al.  Computational Models of Discourse , 1983 .

[4]  Megumi Kameyama,et al.  A Property-Sharing Constraint in Centering , 1986, ACL.

[5]  Jeffrey S. Rosenschein,et al.  Deals Among Rational Agents , 1985, IJCAI.

[6]  M. Brady,et al.  Focusing in the Comprehension of Definite Anaphora , 1983 .

[7]  HASIDA Koiti,et al.  Emergent parsing and generation with generalized chart , 1994, COLING 1994.

[8]  Candace L. Sidner,et al.  Attention, Intentions, and the Structure of Discourse , 1986, CL.

[9]  G. Plotkin,et al.  Situation Theory and its Applications , 1995 .

[10]  T. Schelling The Strategy of Conflict , 1963 .

[11]  Kôiti Hasida,et al.  Joint Utterance: Intrasentential Speaker/Hearer Switch as an Emergent Phenomenon , 1993, IJCAI.

[12]  T. Schelling,et al.  The Strategy of Conflict. , 1961 .

[13]  E. Durfee The Utility of Embedded Communications : Toward the Emergence of Protocols * , 1994 .

[15]  Prashant Parikh,et al.  A Game-Theoretic Account of Implicature , 1992, TARK.

[16]  Kathleen F. McCoy,et al.  RAFT/RAPR and Centering: a comparison and discussion of problems related to processing complex sentences , 1994, CL.

[17]  H. Grice Utterer's meaning and intentions , 1969 .

[18]  Scott Weinstein,et al.  Control of Inference: Role of Some Aspects of Discourse Structure-Centering , 1981, IJCAI.

[19]  Kôiti Hasida,et al.  Emergent Planning: A Computational Architecture for Situated Behaviour , 1993, MAAMAW.

[20]  N. Cocchiarella,et al.  Situations and Attitudes. , 1986 .

[21]  Carl Pollard,et al.  A Centering Approach to Pronouns , 1987, ACL.

[22]  Jerry R. Hobbs Resolving pronoun references , 1986 .

[23]  P. Gmytrasiewicz,et al.  The Utility of Embedded Knowledge-Oriented Actions , 1993 .