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08/02/2022
Label Sleuth: From Unlabeled Text to a Classifier in a Few Hours
Text classification can be useful in many real-world scenarios, saving a...
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03/21/2022
Quality Controlled Paraphrase Generation
Paraphrase generation has been widely used in various downstream tasks. ...
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03/20/2022
Cluster Tune: Boost Cold Start Performance in Text Classification
In real-world scenarios, a text classification task often begins with a ...
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01/06/2022
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis
In recent years, pretrained language models have revolutionized the NLP ...
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11/23/2021
TWEETSUMM – A Dialog Summarization Dataset for Customer Service
In a typical customer service chat scenario, customers contact a support...
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10/20/2021
Overview of the 2021 Key Point Analysis Shared Task
We describe the 2021 Key Point Analysis (KPA-2021) shared task on key po...
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12/29/2020
YASO: A New Benchmark for Targeted Sentiment Analysis
Sentiment analysis research has shifted over the years from the analysis...
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11/29/2020
Improved Semantic Role Labeling using Parameterized Neighborhood Memory Adaptation
Deep neural models achieve some of the best results for semantic role la...
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10/19/2020
Unsupervised Expressive Rules Provide Explainability and Assist Human Experts Grasping New Domains
Approaching new data can be quite deterrent; you do not know how your ca...
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10/01/2020
A Survey of the State of Explainable AI for Natural Language Processing
Recent years have seen important advances in the quality of state-of-the...
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05/03/2020
Out of the Echo Chamber: Detecting Countering Debate Speeches
An educated and informed consumption of media content has become a chall...
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11/26/2019
A Large-scale Dataset for Argument Quality Ranking: Construction and Analysis
Identifying the quality of free-text arguments has become an important t...
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11/25/2019
Corpus Wide Argument Mining – a Working Solution
One of the main tasks in argument mining is the retrieval of argumentati...
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09/03/2019
Automatic Argument Quality Assessment -- New Datasets and Methods
We explore the task of automatic assessment of argument quality. To that...
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09/01/2019
A Dataset of General-Purpose Rebuttal
In Natural Language Understanding, the task of response generation is us...
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08/20/2019
Controversy in Context
With the growing interest in social applications of Natural Language Pro...
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08/19/2019
Fast End-to-End Wikification
Wikification of large corpora is beneficial for various NLP applications...
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07/27/2019
Towards Effective Rebuttal: Listening Comprehension using Corpus-Wide Claim Mining
Engaging in a live debate requires, among other things, the ability to e...
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07/21/2019
Are You Convinced? Choosing the More Convincing Evidence with a Siamese Network
With the advancement in argument detection, we suggest to pay more atten...
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09/05/2018