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README.md
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QuReTeC is trained to label the relevant terms in the conversation history for the current contextless question. The relevant terms are the terms that occur in both the rewritten question and the history. For example:
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**History:**
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Where was Bennett born
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Bennett was born Michael Bennett DiFiglia in Buffalo, New York. When was he born? CANNOTANSWER
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**Current question**:
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Who are his parents?
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**Rewritten question**:
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Who are Michael Bennett's parents?
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The **gold/relevant terms** from the question history are: michael, bennett
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## Data subsets
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This repository contains the following subsets:
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- gold_supervision (default):
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the gold terms are the overlapping terms between the question history from the rewritten question.
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- distant_supervision:
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the gold terms are the overlapping terms between the question history and the passage in which the answer to question can be found.
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## Data structure
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For the 'distant_supervision' subset this field contains the relevant passage to the question: e.g.: Bennett was born Michael Bennett DiFiglia in Buffalo, New York, the son of Helen (nee Ternoff), a secretary, and Salvatore Joseph DiFiglia, a factory worker. Michael Bennett (theater)'s father was Roman Catholic and Italian American and Michael Bennett (theater)'s mother was Jewish. Michael Bennett (theater) studied dance and
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```
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QuReTeC is trained to label the relevant terms in the conversation history for the current contextless question. The relevant terms are the terms that occur in both the rewritten question and the history. For example:
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**History:** \\
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Where was Bennett born?\\
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Bennett was born Michael Bennett DiFiglia in Buffalo, New York. When was he born? CANNOTANSWER \\
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**Current question**: \\
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Who are his parents? \\
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**Rewritten question**: \\
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Who are Michael Bennett's parents?
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The **gold/relevant terms** from the question history are: michael, bennett
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## Data subsets
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This repository contains the following subsets:
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- gold_supervision (default): \\
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the gold terms are the overlapping terms between the question history from the rewritten question.
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- distant_supervision: \\
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the gold terms are the overlapping terms between the question history and the passage in which the answer to question can be found.
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## Data structure
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For the 'distant_supervision' subset this field contains the relevant passage to the question: e.g.: Bennett was born Michael Bennett DiFiglia in Buffalo, New York, the son of Helen (nee Ternoff), a secretary, and Salvatore Joseph DiFiglia, a factory worker. Michael Bennett (theater)'s father was Roman Catholic and Italian American and Michael Bennett (theater)'s mother was Jewish. Michael Bennett (theater) studied dance and
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```
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# Original authors
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QuReTeC model from the published SIGIR 2020 paper: Query Resolution for Conversational Search with Limited Supervision by N. Voskarides, D. Li, P. Ren, E. Kanoulas and M. de Rijke. [[pdf]](https://arxiv.org/abs/2005.11723).
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# Contributions
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Uploaded by G. Scheuer ([website](https://giguruscheuer.com))
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