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05/12/2023
Interactive Text-to-SQL Generation via Editable Step-by-Step Explanations
Relational databases play an important role in this Big Data era. Howeve...
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10/24/2022
Augmenting Task-Oriented Dialogue Systems with Relation Extraction
The standard task-oriented dialogue pipeline uses intent classification ...
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07/12/2022
Using Paraphrases to Study Properties of Contextual Embeddings
We use paraphrases as a unique source of data to analyze contextualized ...
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09/28/2021
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health
Many statistical models have high accuracy on test benchmarks, but are n...
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06/24/2021
Exploring Self-Identified Counseling Expertise in Online Support Forums
A growing number of people engage in online health forums, making it imp...
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05/26/2021
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing
Extensive work has argued in favour of paying crowd workers a wage that ...
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02/04/2021
Chord Embeddings: Analyzing What They Capture and Their Role for Next Chord Prediction and Artist Attribute Prediction
Natural language processing methods have been applied in a variety of mu...
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11/11/2020
Exploring the Value of Personalized Word Embeddings
In this paper, we introduce personalized word embeddings, and examine th...
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10/06/2020
Compositional Demographic Word Embeddings
Word embeddings are usually derived from corpora containing text from ma...
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09/29/2020
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation
Many NLP applications, such as biomedical data and technical support, ha...
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04/30/2020
Analyzing the Surprising Variability in Word Embedding Stability Across Languages
Word embeddings are powerful representations that form the foundation of...
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11/14/2019
The Eighth Dialog System Technology Challenge
This paper introduces the Eighth Dialog System Technology Challenge. In ...
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09/04/2019
No Press Diplomacy: Modeling Multi-Agent Gameplay
Diplomacy is a seven-player non-stochastic, non-cooperative game, where ...
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09/04/2019
An Evaluation Dataset for Intent Classification and Out-of-Scope Prediction
Task-oriented dialog systems need to know when a query falls outside the...
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07/18/2019
SLATE: A Super-Lightweight Annotation Tool for Experts
Many annotation tools have been developed, covering a wide variety of ta...
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04/25/2019
Look Who's Talking: Inferring Speaker Attributes from Personal Longitudinal Dialog
We examine a large dialog corpus obtained from the conversation history ...
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04/05/2019
Outlier Detection for Improved Data Quality and Diversity in Dialog Systems
In a corpus of data, outliers are either errors: mistakes in the data th...
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01/11/2019
Dialog System Technology Challenge 7
This paper introduces the Seventh Dialog System Technology Challenges (D...
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10/25/2018
Analyzing Assumptions in Conversation Disentanglement Research Through the Lens of a New Dataset and Model
Disentangling conversations mixed together in a single stream of message...
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06/23/2018
Improving Text-to-SQL Evaluation Methodology
To be informative, an evaluation must measure how well systems generaliz...
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04/25/2018
Factors Influencing the Surprising Instability of Word Embeddings
Despite the recent popularity of word embedding methods, there is only a...
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08/31/2017
Identifying Products in Online Cybercrime Marketplaces: A Dataset for Fine-grained Domain Adaptation
One weakness of machine-learned NLP models is that they typically perfor...
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07/13/2017
Parsing with Traces: An O(n^4) Algorithm and a Structural Representation
General treebank analyses are graph structured, but parsers are typicall...
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04/19/2017