Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Coreference resolution is a ll known clustering task in Natural Language Processing. ,  describe the Latent Left Linking model (L 3 M), a novel, principled, and linguistically motivated latent structured prediction approach to coreference resolution.  show that L 3 M admits efficient inference and can be augmented with knowledge-based constraints;  also present a fast stochastic gradient based learning. Experiments on ACE and Ontonotes data show that L 3 M and its constrained version, CL 3 M, are more accurate than several state-of-the-art approaches as ll as some structured prediction models proposed in the literature.
['Kai Wei Chang', 'Rajhans Samdani', 'Dan Roth']
I am writing a research paper on a idea A Constrained Latent Variable Model for Coreference Resolution
[{"from": "human", "value": "I am writing a research paper on a idea A Constrained Latent Variable Model for Coreference Resolution"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Coreference resolution is a ll known clustering task in Natural Language Processing. ,  describe the Latent Left Linking model (L 3 M), a novel, principled, and linguistically motivated latent structured prediction approach to coreference resolution.  show that L 3 M admits efficient inference and can be augmented with knowledge-based constraints;  also present a fast stochastic gradient based learning. Experiments on ACE and Ontonotes data show that L 3 M and its constrained version, CL 3 M, are more accurate than several state-of-the-art approaches as ll as some structured prediction models proposed in the literature."}]