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06/19/2023
JiuZhang 2.0: A Unified Chinese Pre-trained Language Model for Multi-task Mathematical Problem Solving
Although pre-trained language models (PLMs) have recently advanced the r...
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05/22/2023
MADNet: Maximizing Addressee Deduction Expectation for Multi-Party Conversation Generation
Modeling multi-party conversations (MPCs) with graph neural networks has...
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05/21/2023
SHINE: Syntax-augmented Hierarchical Interactive Encoder for Zero-shot Cross-lingual Information Extraction
Zero-shot cross-lingual information extraction(IE) aims at constructing ...
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05/16/2023
GIFT: Graph-Induced Fine-Tuning for Multi-Party Conversation Understanding
Addressing the issues of who saying what to whom in multi-party conversa...
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10/12/2021
SportsSum2.0: Generating High-Quality Sports News from Live Text Commentary
Sports game summarization aims to generate news articles from live text ...
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06/08/2021
Adversarial Training for Machine Reading Comprehension with Virtual Embeddings
Adversarial training (AT) as a regularization method has proved its effe...
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02/07/2021
Memory Augmented Sequential Paragraph Retrieval for Multi-hop Question Answering
Retrieving information from correlative paragraphs or documents to answe...
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11/13/2020
Unsupervised Explanation Generation for Machine Reading Comprehension
With the blooming of various Pre-trained Language Models (PLMs), Machine...
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11/03/2020
CharBERT: Character-aware Pre-trained Language Model
Most pre-trained language models (PLMs) construct word representations a...
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04/29/2020
Revisiting Pre-Trained Models for Chinese Natural Language Processing
Bidirectional Encoder Representations from Transformers (BERT) has shown...
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04/28/2020
Conversational Word Embedding for Retrieval-Based Dialog System
Human conversations contain many types of information, e.g., knowledge, ...
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04/07/2020
A Sentence Cloze Dataset for Chinese Machine Reading Comprehension
Owing to the continuous contributions by the Chinese NLP community, more...
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04/07/2020
Is Graph Structure Necessary for Multi-hop Reasoning?
Recently, many works attempt to model texts as graph structure and intro...
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02/28/2020
TextBrewer: An Open-Source Knowledge Distillation Toolkit for Natural Language Processing
In this paper, we introduce TextBrewer, an open-source knowledge distill...
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12/19/2019
Discriminative Sentence Modeling for Story Ending Prediction
Story Ending Prediction is a task that needs to select an appropriate en...
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11/14/2019
Contextual Recurrent Units for Cloze-style Reading Comprehension
Recurrent Neural Networks (RNN) are known as powerful models for handlin...
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11/09/2019
Improving Machine Reading Comprehension via Adversarial Training
Adversarial training (AT) as a regularization method has proved its effe...
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09/24/2019
TripleNet: Triple Attention Network for Multi-Turn Response Selection in Retrieval-based Chatbots
We consider the importance of different utterances in the context for se...
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09/04/2019
Learning Dynamic Context Augmentation for Global Entity Linking
Despite of the recent success of collective entity linking (EL) methods,...
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09/01/2019
Cross-Lingual Machine Reading Comprehension
Though the community has made great progress on Machine Reading Comprehe...
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06/19/2019
Pre-Training with Whole Word Masking for Chinese BERT
Bidirectional Encoder Representations from Transformers (BERT) has shown...
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06/13/2019
KCAT: A Knowledge-Constraint Typing Annotation Tool
Fine-grained Entity Typing is a tough task which suffers from noise samp...
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06/07/2019
EKT: Exercise-aware Knowledge Tracing for Student Performance Prediction
For offering proactive services to students in intelligent education, on...
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05/27/2019
Transcribing Content from Structural Images with Spotlight Mechanism
Transcribing content from structural images, e.g., writing notes from mu...
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04/13/2019
Improving Distantly-supervised Entity Typing with Compact Latent Space Clustering
Recently, distant supervision has gained great success on Fine-grained E...
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11/21/2018
Convolutional Spatial Attention Model for Reading Comprehension with Multiple-Choice Questions
Machine Reading Comprehension (MRC) with multiple-choice questions requi...
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10/17/2018
A Span-Extraction Dataset for Chinese Machine Reading Comprehension
Machine Reading Comprehension (MRC) has become enormously popular recent...
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03/15/2018
HFL-RC System at SemEval-2018 Task 11: Hybrid Multi-Aspects Model for Commonsense Reading Comprehension
This paper describes the system which got the state-of-the-art results a...
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09/29/2017
The First Evaluation of Chinese Human-Computer Dialogue Technology
In this paper, we introduce the first evaluation of Chinese human-comput...
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09/25/2017
Dataset for the First Evaluation on Chinese Machine Reading Comprehension
Machine Reading Comprehension (MRC) has become enormously popular recent...
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07/15/2016
Attention-over-Attention Neural Networks for Reading Comprehension
Cloze-style queries are representative problems in reading comprehension...
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07/08/2016
Consensus Attention-based Neural Networks for Chinese Reading Comprehension
Reading comprehension has embraced a booming in recent NLP research. Sev...
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06/06/2016