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Computational Linguistics

Title: Challenges in End-to-End Generation

Title: On the syntactic abilities of recurrent neural networks

Title: Text, Entities, and Relevant Context for Complex Answer Retrieval

Title: The Theoretical Perspectives on Interactive Information Retrieval

Abstract: In this talk, Kevin will briefly introduce his past works with Information Foraging and Search Economic Theories to explain web search behavior and then offering a perspective on how the theory from Behavioural Economics can augment our understanding of web search behavior in Interactive Information Retrieval.

Title: Duolingo: Improving Language Learning and Assessment with Data

Title: Separate the Sheep from the Goats: On recognizing the Literal and Figurative Usages of Idioms

Title: Learning Language Through Interaction

Title: Weakly Supervised Learning for Detection of Online Harassment

Title: Text Analytics in Finance: A Case Study and Some Considerations

Abstract: The finance industry increasingly seeks insight from unstructured data, including through text analytics. In this talk, I will give a brief survey of NLP as used in text analytics, then talk in detail about the NLP platform we are building at Bloomberg, including example applications. I will close with some ways in which NLP for financial text analytics is similar to and different from NLP as commonly done in research, and some ideas for productive NLP work.

Title- Interpretable Machine Learning: What it means, How we're getting there


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