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cs.CL2024
Future Token Prediction -- Causal Language Modelling with Per-Token Semantic State Vector for Multi-Token Prediction
Nicholas Walker
Causal decoder-only transformer models used for generative language modelling, such as Generative Pre-trained Transformers (GPT), are trained to predict the next token in a sequenc…
cs.CL2022★ 3 cited
GraphWOZ: Dialogue Management with Conversational Knowledge Graphs
Nicholas Thomas Walker, Stefan Ultes, Pierre Lison
We present a new approach to dialogue management using conversational knowledge graphs as core representation of the dialogue state. To this end, we introduce a new dataset, GraphW…