Marc van Zee
YOU?
Author Swipe
View article: Group Fairness in Multilingual Speech Recognition Models
Group Fairness in Multilingual Speech Recognition Models Open
We evaluate the performance disparity of the Whisper and MMS families of ASR models across the VoxPopuli and Common Voice multilingual datasets, with an eye toward intersectionality. Our two most important findings are that model size, sur…
View article: Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$
Scaling Up Models and Data with $\texttt{t5x}$ and $\texttt{seqio}$ Open
Recent neural network-based language models have benefited greatly from scaling up the size of training datasets and the number of parameters in the models themselves. Scaling can be complicated due to various factors including the need to…
View article: RationalGRL: A framework for argumentation and goal modeling
RationalGRL: A framework for argumentation and goal modeling Open
Goal-oriented requirements modeling approaches aim to capture the intentions of the stakeholders involved in the development of an information system as goals and tasks. The process of constructing such goal models usually involves discuss…
View article: Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures
Compositional Generalization in Semantic Parsing: Pre-training vs. Specialized Architectures Open
While mainstream machine learning methods are known to have limited ability to compositionally generalize, new architectures and techniques continue to be proposed to address this limitation. We investigate state-of-the-art techniques and …
View article: Measuring Compositional Generalization: A Comprehensive Method on Realistic Data
Measuring Compositional Generalization: A Comprehensive Method on Realistic Data Open
State-of-the-art machine learning methods exhibit limited compositional generalization. At the same time, there is a lack of realistic benchmarks that comprehensively measure this ability, which makes it challenging to find and evaluate im…
View article: AGM-Style Revision of Beliefs and Intentions from a Database Perspective (Preliminary Version)
AGM-Style Revision of Beliefs and Intentions from a Database Perspective (Preliminary Version) Open
We introduce a logic for temporal beliefs and intentions based on Shoham's database perspective. We separate strong beliefs from weak beliefs. Strong beliefs are independent from intentions, while weak beliefs are obtained by adding intent…
View article: The RationalGRL Toolset for Goal Models and Argument Diagrams
The RationalGRL Toolset for Goal Models and Argument Diagrams Open
peer reviewed
View article: AGM-Style Revision of Beliefs and Intentions
AGM-Style Revision of Beliefs and Intentions Open
We introduce a logic for temporal beliefs and intentions based on Shoham's database perspective and we formalize his coherence conditions on beliefs and intentions. In order to do this we separate strong beliefs from weak beliefs. Strong b…
View article: Rational architecture = architecture from a recommender perspective
Rational architecture = architecture from a recommender perspective Open
An Enterprise Architecture (EA) provides a holis-tic view of an enterprise. In creating or changing an EA, multiple decisions have to be made, which are based on assumptions about the situation at hand. In this thesis, we develop a framewo…
View article: AGM revision of beliefs about action and time
AGM revision of beliefs about action and time Open
The AGM theory of belief revision is based on propositional belief sets. In this paper we develop a logic for revision of temporal belief bases, containing expressions about temporal propositions (tomorrow it will rain), possibility (it ma…
View article: Consistency Conditions for Beliefs and Intentions
Consistency Conditions for Beliefs and Intentions Open
Icard et al. introduce a semantics for actions over time, provide an axiomatization for this logic, and use this logic to define coherence conditions for a belief-intention database. First, we show incompleteness of their axiomatization an…
View article: ARMED: ARgumentation Mining and reasoning about Enterprise architecture Decisions
ARMED: ARgumentation Mining and reasoning about Enterprise architecture Decisions Open
In this position paper we outline a research agenda for automatically capturing architectural decisions from documents of the Enterprise Architecture (EA) domain (e.g. minutes of meetings), and to develop formal methods to reason about ext…
View article: Intention Reconsideration as Metareasoning
Intention Reconsideration as Metareasoning Open
The commonplace observation that agents—human and artificial alike—are subject to resource bounds makes salient the possibility that an agent might have the capability to control its own reasoning and decision making abilities, to tune its…