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Language Embeddings for Typology and Cross-lingual Transfer Learning
Cross-lingual language tasks typically require a substantial amount of a...
06/03/2021 ∙ by Dian Yu, et al. ∙
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Attribute Alignment: Controlling Text Generation from Pre-trained Language Models
Large language models benefit from training with a large amount of unlab...
03/20/2021 ∙ by Dian Yu, et al. ∙
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Self-Teaching Machines to Read and Comprehend with Large-Scale Multi-Subject Question Answering Data
In spite of much recent research in the area, it is still unclear whethe...
02/01/2021 ∙ by Dian Yu, et al. ∙
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Gunrock 2.0: A User Adaptive Social Conversational System
Gunrock 2.0 is built on top of Gunrock with an emphasis on user adaptati...
11/17/2020 ∙ by Kaihui Liang, et al. ∙
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Improving Machine Reading Comprehension with Contextualized Commonsense Knowledge
In this paper, we aim to extract commonsense knowledge to improve machin...
09/12/2020 ∙ by Kai Sun, et al. ∙
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A Efficient Multimodal Framework for Large Scale Emotion Recognition by Fusing Music and Electrodermal Activity Signals
Considerable attention has been paid for physiological signal-based emot...
08/22/2020 ∙ by Guanghao Yin, et al. ∙
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Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehension
In this paper, we study machine reading comprehension (MRC) on long text...
05/16/2020 ∙ by Hongyu Gong, et al. ∙
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Recurrent Chunking Mechanisms for Long-Text Machine Reading Comprehensio
In this paper, we study machine reading comprehension (MRC) on long text...
05/16/2020 ∙ by Hongyu Gong, et al. ∙
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Dialogue-Based Relation Extraction
We present the first human-annotated dialogue-based relation extraction ...
04/17/2020 ∙ by Dian Yu, et al. ∙
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CLUE: A Chinese Language Understanding Evaluation Benchmark
We introduce CLUE, a Chinese Language Understanding Evaluation benchmark...
04/13/2020 ∙ by Liang Xu, et al. ∙
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Exploration Based Language Learning for Text-Based Games
This work presents an exploration and imitation-learning-based agent cap...
01/24/2020 ∙ by Andrea Madotto, et al. ∙
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Filling Conversation Ellipsis for Better Social Dialog Understanding
The phenomenon of ellipsis is prevalent in social conversations. Ellipsi...
11/25/2019 ∙ by Xiyuan Zhang, et al. ∙
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Gunrock: A Social Bot for Complex and Engaging Long Conversations
Gunrock is the winner of the 2018 Amazon Alexa Prize, as evaluated by co...
10/07/2019 ∙ by Dian Yu, et al. ∙
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Improving Pre-Trained Multilingual Models with Vocabulary Expansion
Recently, pre-trained language models have achieved remarkable success i...
09/26/2019 ∙ by Hai Wang, et al. ∙
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Teaching Pretrained Models with Commonsense Reasoning: A Preliminary KB-Based Approach
Recently, pretrained language models (e.g., BERT) have achieved great su...
09/20/2019 ∙ by Shiyang Li, et al. ∙
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Dependency Parsing for Spoken Dialog Systems
Dependency parsing of conversational input can play an important role in...
09/07/2019 ∙ by Sam Davidson, et al. ∙
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MIDAS: A Dialog Act Annotation Scheme for Open Domain Human Machine Spoken Conversations
Dialog act prediction is an essential language comprehension task for bo...
08/27/2019 ∙ by Dian Yu, et al. ∙
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User independent Emotion Recognition with Residual Signal-Image Network
User independent emotion recognition with large scale physiological sign...
08/10/2019 ∙ by Guanghao Yin, et al. ∙
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Probing Prior Knowledge Needed in Challenging Chinese Machine Reading Comprehension
With an ultimate goal of narrowing the gap between human and machine rea...
04/21/2019 ∙ by Kai Sun, et al. ∙
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Evidence Sentence Extraction for Machine Reading Comprehension
Recently remarkable success has been achieved in machine reading compreh...
02/23/2019 ∙ by Hai Wang, et al. ∙
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Improving Question Answering with External Knowledge
Prior background knowledge is essential for human reading and understand...
02/03/2019 ∙ by Xiaoman Pan, et al. ∙
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DREAM: A Challenge Dataset and Models for Dialogue-Based Reading Comprehension
We present DREAM, the first dialogue-based multiple-choice reading compr...
02/01/2019 ∙ by Kai Sun, et al. ∙
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Improving Machine Reading Comprehension with General Reading Strategies
Reading strategies have been shown to improve comprehension levels, espe...
10/31/2018 ∙ by Kai Sun, et al. ∙
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