Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose a succinct randomized language model which employs a perfect hash function to encode fingerprints of n-grams and their associated probabilities, backoff ights, or other parameters. The scheme can represent any standard n-gram model and is easily combined with existing model reduction techniques such as entropy-pruning.  demonstrate the space-savings of the scheme via machine translation experiments within a distributed language modeling framework.
['David Talbot', 'Thorsten Brants']
I am writing a research paper on a idea Randomized Language Models via Perfect Hash Functions
[{"from": "human", "value": "I am writing a research paper on a idea Randomized Language Models via Perfect Hash Functions"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  propose a succinct randomized language model which employs a perfect hash function to encode fingerprints of n-grams and their associated probabilities, backoff ights, or other parameters. The scheme can represent any standard n-gram model and is easily combined with existing model reduction techniques such as entropy-pruning.  demonstrate the space-savings of the scheme via machine translation experiments within a distributed language modeling framework."}]