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10/06/2022
Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners
Meta-training, which fine-tunes the language model (LM) on various downs...
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09/06/2022
External Knowledge Selection with Weighted Negative Sampling in Knowledge-grounded Task-oriented Dialogue Systems
Constructing a robust dialogue system on spoken conversations bring more...
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04/29/2022
TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models
Language Models (LMs) become outdated as the world changes; they often f...
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10/07/2021
Towards Continual Knowledge Learning of Language Models
Large Language Models (LMs) are known to encode world knowledge in their...
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05/01/2020
KPQA: A Metric for Generative Question Answering Using Word Weights
For the automatic evaluation of Generative Question Answering (genQA) sy...
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04/17/2020
Fast and Accurate Deep Bidirectional Language Representations for Unsupervised Learning
Even though BERT achieves successful performance improvements in various...
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05/16/2019
Effective Sentence Scoring Method using Bidirectional Language Model for Speech Recognition
In automatic speech recognition, many studies have shown performance imp...
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11/17/2018
Detecting Incongruity Between News Headline and Body Text via a Deep Hierarchical Encoder
Some news headlines mislead readers with overrated or false information,...
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09/07/2018
Improving Neural Question Generation using Answer Separation
Neural question generation (NQG) is the task of generating a question fr...
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10/10/2017