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05/22/2023
Towards Dialogue Systems with Agency in Human-AI Collaboration Tasks
Agency, the capacity to proactively shape events, is crucial to how huma...
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12/04/2022
Grounded Keys-to-Text Generation: Towards Factual Open-Ended Generation
Large pre-trained language models have recently enabled open-ended gener...
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08/11/2022
Structural Biases for Improving Transformers on Translation into Morphologically Rich Languages
Machine translation has seen rapid progress with the advent of Transform...
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06/02/2021
Enriching Transformers with Structured Tensor-Product Representations for Abstractive Summarization
Abstractive summarization, the task of generating a concise summary of i...
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04/14/2021
Ask what's missing and what's useful: Improving Clarification Question Generation using Global Knowledge
The ability to generate clarification questions i.e., questions that ide...
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11/18/2020
Neuro-Symbolic Representations for Video Captioning: A Case for Leveraging Inductive Biases for Vision and Language
Neuro-symbolic representations have proved effective in learning structu...
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10/16/2020
Substance over Style: Document-Level Targeted Content Transfer
Existing language models excel at writing from scratch, but many real-wo...
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05/19/2020
A Recipe for Creating Multimodal Aligned Datasets for Sequential Tasks
Many high-level procedural tasks can be decomposed into sequences of ins...
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11/08/2019
Unsupervised Common Question Generation from Multiple Documents using Reinforced Contrastive Coordinator
Web search engines today return a ranked list of document links in respo...
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10/25/2019
Generating a Common Question from Multiple Documents using Multi-source Encoder-Decoder Models
Ambiguous user queries in search engines result in the retrieval of docu...
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04/04/2019
Answer-based Adversarial Training for Generating Clarification Questions
We present an approach for generating clarification questions with the g...
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06/12/2018
Multi-Task Neural Models for Translating Between Styles Within and Across Languages
Generating natural language requires conveying content in an appropriate...
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05/12/2018
Learning to Ask Good Questions: Ranking Clarification Questions using Neural Expected Value of Perfect Information
Inquiry is fundamental to communication, and machines cannot effectively...
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03/17/2018
Dear Sir or Madam, May I introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer
Style transfer is the task of automatically transforming a piece of text...
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03/17/2018
Dear Sir or Madam, May I introduce the YAFC Corpus: Corpus, Benchmarks and Metrics for Formality Style Transfer
Style transfer is the task of automatically transforming a piece of text...
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11/04/2017
Towards Linguistically Generalizable NLP Systems: A Workshop and Shared Task
This paper presents a summary of the first Workshop on Building Linguist...
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10/26/2015