25 citations · 35 across the 4 of their papers we have counts for
6 papers
Limits for Learning with Language Models
Nicholas Asher, Swarnadeep Bhar, Akshay Chaturvedi +2
With the advent of large language models (LLMs), the trend in NLP has been to train LLMs on vast amounts of data to solve diverse language understanding and generation tasks. The l…
A Bridge between Polynomial Optimization and Games with Imperfect Recall
Hugo Gimbert, Soumyajit Paul, B. Srivathsan
We provide several positive and negative complexity results for solving games with imperfect recall. Using a one-to-one correspondence between these games on one side and multivari…
Adequate and fair explanations
Nicholas Asher, Soumya Paul, Chris Russell
Explaining sophisticated machine-learning based systems is an important issue at the foundations of AI. Recent efforts have shown various methods for providing explanations. These…
Bias in Semantic and Discourse Interpretation
Nicholas Asher, Soumya Paul
In this paper, we show how game-theoretic work on conversation combined with a theory of discourse structure provides a framework for studying interpretive bias. Interpretive bias…
Infinite games with uncertain moves
Nicholas Asher, Soumya Paul
We study infinite two-player games where one of the players is unsure about the set of moves available to the other player. In particular, the set of moves of the other player is a…
Imitation in Large Games
Soumya Paul, R. Ramanujam
In games with a large number of players where players may have overlapping objectives, the analysis of stable outcomes typically depends on player types. A special case is when a l…