Working with Parsing Corpora

There are various corpora of ‘gold standard’ syntactically analysed natural language. Below is a sample from the ‘Penn TreeBank’, analysing the sentence ‘W.R. Grace holds three of Grace Energy ‘s seven board seats’ ( (S (NP-SBJ (NNP W.R.) (NNP Grace) ) (VP (VBZ holds) (NP (NP (CD three) ) (PP (IN of) (NP (NP (NNP … Read more

Computational Treatement of Historical Sound Changes

BRIEFLY: for pairs of languages there seem to be ‘sound substitutions’ that systematically map words of one language to words of similar meaning in another, something explicable by supposing that the words in question languages are descended from a common ancestor, with systematic and divergent sound evolutions along the way. Working with pencil-and-paper in a … Read more

Reinforcement Learning and Game Playing

There is a theoretical and implementational field ‘Game Theory’ (GT), originating in the 1940s, concerned with ‘games’: situations where players interact with each other and possibly some other objects in a very formalised way, gaining individual ‘pay-offs’ when the ‘game’ ends. Tic-Tac-Toe is a so-called ‘2-person zero-sum game’ and GT is concerned with what are … Read more

Simulating Populations and their use of Language in Cooperation

Individuals in a species (esp. humans) may cooperate and they may communicate. Recent decades have seen quite a lot of efforts to use computational simulation — so-called individual/agent-based modelling — to investigate what cooperation is , and how communication factors into it, striving to fit this into a general picture of varying levels of survival … Read more

NLP Teaching Algorithm related

My teaching and research relate to natural language processing and machine learning. There’s code I have developed for algorithms relating to this, some traditional and some more novel. There is scope for projects relating to this pre-existing code and algorithms that is not necessarily related to improving the bottom-line performance of these algorithms, but more … Read more