States as Strings as Strategies: Steering Language Models with Game-Theoretic Solvers.
Ian GempYoram BachrachMarc LanctotRoma PatelVibhavari DasagiLuke MarrisGeorgios PiliourasSiqi LiuKarl TuylsPublished in: CoRR (2024)
Keyphrases
- language model
- game theoretic
- game theory
- language modeling
- solution concepts
- document retrieval
- decision problems
- n gram
- probabilistic model
- regret minimization
- repeated games
- nash equilibrium
- information retrieval
- retrieval model
- speech recognition
- query expansion
- smoothing methods
- vector space model
- ad hoc information retrieval
- imperfect information
- context sensitive
- language modelling
- nash equilibria
- document ranking
- cooperative
- statistical language models
- query terms
- statistical language modeling
- language models for information retrieval
- language model for information retrieval
- pseudo relevance feedback
- test collection
- coalitional games
- translation model
- trust model
- query specific
- combinatorial auctions
- pure nash equilibrium
- linear programming