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03/16/2023
Investigating Failures to Generalize for Coreference Resolution Models
Coreference resolution models are often evaluated on multiple datasets. ...
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12/15/2022
The KITMUS Test: Evaluating Knowledge Integration from Multiple Sources in Natural Language Understanding Systems
Many state-of-the-art natural language understanding (NLU) models are ba...
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05/13/2022
Deconstructing NLG Evaluation: Evaluation Practices, Assumptions, and Their Implications
There are many ways to express similar things in text, which makes evalu...
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10/02/2021
TopiOCQA: Open-domain Conversational Question Answeringwith Topic Switching
In a conversational question answering scenario, a questioner seeks to e...
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04/20/2021
Modeling Event Plausibility with Consistent Conceptual Abstraction
Understanding natural language requires common sense, one aspect of whic...
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11/09/2020
An Analysis of Dataset Overlap on Winograd-Style Tasks
The Winograd Schema Challenge (WSC) and variants inspired by it have bec...
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11/13/2019
Can a Gorilla Ride a Camel? Learning Semantic Plausibility from Text
Modeling semantic plausibility requires commonsense knowledge about the ...
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09/09/2019
Improving Neural Question Generation using World Knowledge
In this paper, we propose a method for incorporating world knowledge (li...
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08/13/2019
Playing log(N)-Questions over Sentences
We propose a two-agent game wherein a questioner must be able to conjure...
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11/05/2018
On the Evaluation of Common-Sense Reasoning in Natural Language Understanding
The NLP and ML communities have long been interested in developing model...
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11/02/2018
The Hard-CoRe Coreference Corpus: Removing Gender and Number Cues for Difficult Pronominal Anaphora Resolution
We introduce a new benchmark task for coreference resolution, Hard-CoRe,...
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10/02/2018
A Knowledge Hunting Framework for Common Sense Reasoning
We introduce an automatic system that achieves state-of-the-art results ...
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03/31/2017
Frames: A Corpus for Adding Memory to Goal-Oriented Dialogue Systems
This paper presents the Frames dataset (Frames is available at http://da...
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11/29/2016
NewsQA: A Machine Comprehension Dataset
We present NewsQA, a challenging machine comprehension dataset of over 1...
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06/30/2016
A Sequence-to-Sequence Model for User Simulation in Spoken Dialogue Systems
User simulation is essential for generating enough data to train a stati...
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06/11/2016
Natural Language Generation in Dialogue using Lexicalized and Delexicalized Data
Natural language generation plays a critical role in spoken dialogue sys...
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06/10/2016
Policy Networks with Two-Stage Training for Dialogue Systems
In this paper, we propose to use deep policy networks which are trained ...
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06/07/2016
Natural Language Comprehension with the EpiReader
We present the EpiReader, a novel model for machine comprehension of tex...
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03/29/2016