Search Results for author: Anthony Cohn

Found 5 papers, 2 papers with code

Using Graph Representation Learning with Schema Encoders to Measure the Severity of Depressive Symptoms

1 code implementation ICLR 2022 Simin Hong, Anthony Cohn, David Crossland Hogg

Graph neural networks (GNNs) are widely used in regression and classification problems applied to text, in areas such as sentiment analysis and medical decision-making processes.

Decision Making Graph Representation Learning +1

Location retrieval using visible landmarks based qualitative place signatures

no code implementations26 Jul 2022 Lijun Wei, Valerie Gouet-Brunet, Anthony Cohn

After dividing the space into place cells each with individual signatures attached, a coarse-to-fine location retrieval method is proposed to efficiently identify the possible location(s) of viewers based on their qualitative observations.

Retrieval

Code Simulation Challenges for Large Language Models

no code implementations17 Jan 2024 Emanuele La Malfa, Christoph Weinhuber, Orazio Torre, Fangru Lin, Anthony Cohn, Nigel Shadbolt, Michael Wooldridge

We investigate the extent to which Large Language Models (LLMs) can simulate the execution of computer code and algorithms.

Graph-enhanced Large Language Models in Asynchronous Plan Reasoning

no code implementations5 Feb 2024 Fangru Lin, Emanuele La Malfa, Valentin Hofmann, Elle Michelle Yang, Anthony Cohn, Janet B. Pierrehumbert

Reasoning about asynchronous plans is challenging since it requires sequential and parallel planning to optimize time costs.

Categorisation, Typicality & Object-Specific Features in Spatial Referring Expressions

1 code implementation EMNLP (SpLU) 2020 Adam Richard-Bollans, Anthony Cohn, Lucía Gómez Álvarez

Various accounts of cognition and semantic representations have highlighted that, for some concepts, different factors may influence category and typicality judgements.

Object

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