Katrien Beuls
Biographic Data
| ID | 4266696 |
|---|---|
| NAME | Katrien Beuls |
| GIVEN NAMES | Katrien |
| FAMILY NAME | Beuls |
| SIGNATURE | BEULS K |
| AFFILIATIONS | Vrije Universiteit Brussel |
| ORCID | 0000-0003-4451-4778 |
| VERIFIED | Yes |
| TOTAL WORKS | 13 |
| TOTAL CITATIONS | 0 |
| WORKS AS AUTHOR | 13 |
| WORKS AS EDITOR | 0 |
| FIRST PUBLICATION YEAR | 2012 |
| LATEST PUBLICATION YEAR | 2025 |
| H-INDEX | 0 |
The computational learning of construction grammars
This paper documents and reviews the state of the art concerning computational models of construction grammar learning. It brings together prior work on the computational learning of form-meaning pairings, which has so far been studied in several distinct areas of research. The goal of this paper is threefold. First of all, it aims to synthesise the variety of methodologies that have been proposed to date and the results that have been obtained. …
Construction grammar and procedural semantics for human-interpretable grounded language processing
Grounded language processing is a crucial component in many artificial intelligence systems, as it allows agents to communicate about their physical surroundings. State-of-the-art approaches typically employ deep learning techniques that perform end-to-end mappings between natural language expressions and representations grounded in the environment. Although these techniques achieve high levels of accuracy, they are often criticized for their lac…
Humans Learn Language from Situated Communicative Interactions. What about Machines
Humans acquire their native languages by taking part in communicative interactions with their caregivers. These interactions are meaningful, intentional, and situated in their everyday environment. The situated and communicative nature of the interactions is essential to the language acquisition process, as language learners depend on clues provided by the communicative environment to make sense of the utterances they perceive. As such, the lingu…
A computational construction grammar approach to semantic frame extraction
This paper introduces a novel methodology for extracting semantic frames from text corpora. Building on recent advances in computational construction grammar, the method captures expert knowledge of how semantic frames can be expressed in the form of conventionalised form-meaning pairings, called constructions. By combining these constructions in a semantic parsing process, the frame-semantic structure of a sentence is retrieved through the inter…
A tool for tracking the propagation of words on Reddit
The data-driven study of cultural information diffusion in online (social) media is currently an active area of research. The availability of data from the web thereby generates new opportunities to examine how words propagate through online media and communities, as well as how these diffusion patterns are intertwined with the materiality and culture of social media platforms. In support of such efforts, this paper introduces an online tool for …
Tracking causal relations in the news
Online debates and debate spheres challenge our assumptions about democracy, politics, journalism, trust, and truth in ways that make them a necessary object of study. In the present article, we argue that the study of online arguments can benefit from an interdisciplinary approach that combines computational methods for text analysis with conceptual models of opinion dynamics. The article thereby seeks to make a conceptual and methodological con…
Building Social Media Observatories for Monitoring Online Opinion Dynamics
Social media house a trove of relevant information for the study of online opinion dynamics. However, harvesting and analyzing the sheer overload of data that is produced by these media poses immense challenges to journalists, researchers, activists, policy makers, and concerned citizens. To mitigate this situation, this article discusses the creation of (social) media observatories: platforms that enable users to capture the complexities of soci…
Computational construction grammar for visual question answering
In order to be able to answer a natural language question, a computational system needs three main capabilities. First, the system needs to be able to analyze the question into a structured query, revealing its component parts and how these are combined. Second, it needs to have access to relevant knowledge sources, such as databases, texts or images. Third, it needs to be able to execute the query on these knowledge sources. This paper focuses o…
An open-ended computational construction grammar for Spanish verb conjugation
The Spanish verb phrase can take on many forms, depending on the temporal, aspectual and modal interpretation that a speaker wants to convey. At least half a dozen constructions work together to build or analyze even the simplest verb form such as hablo ‘I speak’. This paper documents how the complete Spanish verb conjugation system can be operationalized in a computational construction grammar formalism, namely Fluid Construction Grammar. Moreov…
Russian verbs of motion and their aspectual partners in Fluid Construction Grammar
Russian boasts a highly complex aspectual system which can appear irregular and difficult to learn. It has recently been suggested that motion verbs, which are normally seen as exceptional in their nature, may in fact be at the core of this system, motivating aspectual behavior based on stem directionality. This suggests that analyzing motion verbs may help understand the Russian aspectual system as a whole. The present work demonstrates how Russ…
Approaches to the verb phrase in Fluid Construction Grammar
Inflectional patterns as constructions
Although often a painful and prolonged process, conjugating verbs correctly is essential when you try to master a foreign language. Verbs that exhibit an irregular conjugation paradigm, however, are often the verbs that occur most frequently in a language. The nature of inflectional morphemes and the mechanism for conjugating verbs have been the topic of debate for 25 years now. This has led to many different accounts of the problem, both in the …
Experiments in Cultural Language Evolution
The fascinating question of the origins and evolution of language has been drawing a lot of attention recently, not only from linguists, but also from anthropologists, evolutionary biologists, and brain scientists. This groundbreaking book explores the cultural side of language evolution. It proposes a new overarching framework based on linguistic selection and self-organization and explores it in depth through sophisticated computer simulations …
No prominent works on this page.
Inflectional patterns as constructions
Although often a painful and prolonged process, conjugating verbs correctly is essential when you try to master a foreign language. Verbs that exhibit an irregular conjugation paradigm, however, are often the verbs that occur most frequently in a language. The nature of inflectional morphemes and the mechanism for conjugating verbs have been the topic of debate for 25 years now. This has led to many different accounts of the problem, both in the …
Experiments in Cultural Language Evolution
The fascinating question of the origins and evolution of language has been drawing a lot of attention recently, not only from linguists, but also from anthropologists, evolutionary biologists, and brain scientists. This groundbreaking book explores the cultural side of language evolution. It proposes a new overarching framework based on linguistic selection and self-organization and explores it in depth through sophisticated computer simulations …
An open-ended computational construction grammar for Spanish verb conjugation
The Spanish verb phrase can take on many forms, depending on the temporal, aspectual and modal interpretation that a speaker wants to convey. At least half a dozen constructions work together to build or analyze even the simplest verb form such as hablo ‘I speak’. This paper documents how the complete Spanish verb conjugation system can be operationalized in a computational construction grammar formalism, namely Fluid Construction Grammar. Moreov…
Russian verbs of motion and their aspectual partners in Fluid Construction Grammar
Russian boasts a highly complex aspectual system which can appear irregular and difficult to learn. It has recently been suggested that motion verbs, which are normally seen as exceptional in their nature, may in fact be at the core of this system, motivating aspectual behavior based on stem directionality. This suggests that analyzing motion verbs may help understand the Russian aspectual system as a whole. The present work demonstrates how Russ…
Approaches to the verb phrase in Fluid Construction Grammar
Computational construction grammar for visual question answering
In order to be able to answer a natural language question, a computational system needs three main capabilities. First, the system needs to be able to analyze the question into a structured query, revealing its component parts and how these are combined. Second, it needs to have access to relevant knowledge sources, such as databases, texts or images. Third, it needs to be able to execute the query on these knowledge sources. This paper focuses o…
Building Social Media Observatories for Monitoring Online Opinion Dynamics
Social media house a trove of relevant information for the study of online opinion dynamics. However, harvesting and analyzing the sheer overload of data that is produced by these media poses immense challenges to journalists, researchers, activists, policy makers, and concerned citizens. To mitigate this situation, this article discusses the creation of (social) media observatories: platforms that enable users to capture the complexities of soci…
A computational construction grammar approach to semantic frame extraction
This paper introduces a novel methodology for extracting semantic frames from text corpora. Building on recent advances in computational construction grammar, the method captures expert knowledge of how semantic frames can be expressed in the form of conventionalised form-meaning pairings, called constructions. By combining these constructions in a semantic parsing process, the frame-semantic structure of a sentence is retrieved through the inter…
A tool for tracking the propagation of words on Reddit
The data-driven study of cultural information diffusion in online (social) media is currently an active area of research. The availability of data from the web thereby generates new opportunities to examine how words propagate through online media and communities, as well as how these diffusion patterns are intertwined with the materiality and culture of social media platforms. In support of such efforts, this paper introduces an online tool for …
Tracking causal relations in the news
Online debates and debate spheres challenge our assumptions about democracy, politics, journalism, trust, and truth in ways that make them a necessary object of study. In the present article, we argue that the study of online arguments can benefit from an interdisciplinary approach that combines computational methods for text analysis with conceptual models of opinion dynamics. The article thereby seeks to make a conceptual and methodological con…
Construction grammar and procedural semantics for human-interpretable grounded language processing
Grounded language processing is a crucial component in many artificial intelligence systems, as it allows agents to communicate about their physical surroundings. State-of-the-art approaches typically employ deep learning techniques that perform end-to-end mappings between natural language expressions and representations grounded in the environment. Although these techniques achieve high levels of accuracy, they are often criticized for their lac…
Humans Learn Language from Situated Communicative Interactions. What about Machines
Humans acquire their native languages by taking part in communicative interactions with their caregivers. These interactions are meaningful, intentional, and situated in their everyday environment. The situated and communicative nature of the interactions is essential to the language acquisition process, as language learners depend on clues provided by the communicative environment to make sense of the utterances they perceive. As such, the lingu…
The computational learning of construction grammars
This paper documents and reviews the state of the art concerning computational models of construction grammar learning. It brings together prior work on the computational learning of form-meaning pairings, which has so far been studied in several distinct areas of research. The goal of this paper is threefold. First of all, it aims to synthesise the variety of methodologies that have been proposed to date and the results that have been obtained. …
Computer Science (13 works) · Linguistics (10 works) · Artificial Intelligence (9 works) · Natural language processing (9 works) · Grammar (7 works) · Natural Language Processing Techniques (6 works) · Philosophy (5 works) · Programming language (4 works) · Syntax, Semantics, Linguistic Variation (4 works) · Data science (3 works)