Si Wei | DeepAI

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Yang Wang
233 publications
Hao Li
205 publications
Ting Liu
188 publications
Cong Liu
76 publications
Qian Chen
75 publications
Wei Lin
74 publications
Shiliang Zhang
70 publications
Zhen-Hua Ling
68 publications
Quan Liu
59 publications
Yiming Cui
56 publications
Xiaodan Zhu
54 publications

∙ 05/31/2021

SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning

This paper introduces the SemEval-2021 shared task 4: Reading Comprehens...

0 Boyuan Zheng, et al. ∙

∙ 04/30/2020

Filtering before Iteratively Referring for Knowledge-Grounded Response Selection in Retrieval-Based Chatbots

The challenges of building knowledge-grounded retrieval-based chatbots l...

0 Jia-Chen Gu, et al. ∙

∙ 04/08/2020

DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement

Disentanglement is a problem in which multiple conversations occur in th...

0 Tianda Li, et al. ∙

∙ 04/07/2020

Speaker-Aware BERT for Multi-Turn Response Selection in Retrieval-Based Chatbots

In this paper, we study the problem of employing pre-trained language mo...

0 Jia-Chen Gu, et al. ∙

∙ 04/27/2019

Several Experiments on Investigating Pretraining and Knowledge-Enhanced Models for Natural Language Inference

Natural language inference (NLI) is among the most challenging tasks in ...

0 Tianda Li, et al. ∙

∙ 04/22/2019

Exploring Unsupervised Pretraining and Sentence Structure Modelling for Winograd Schema Challenge

Winograd Schema Challenge (WSC) was proposed as an AI-hard problem in te...

0 Yu-Ping Ruan, et al. ∙

∙ 11/01/2018

Spelling Error Correction Using a Nested RNN Model and Pseudo Training Data

We propose a nested recurrent neural network (nested RNN) model for Engl...

0 Hao Li, et al. ∙

∙ 11/12/2017

Natural Language Inference with External Knowledge

Modeling informal inference in natural language is very challenging. Wit...

0 Qian Chen, et al. ∙

∙ 08/04/2017

Recurrent Neural Network-Based Sentence Encoder with Gated Attention for Natural Language Inference

The RepEval 2017 Shared Task aims to evaluate natural language understan...

0 Qian Chen, et al. ∙

∙ 03/14/2017

Exploring Question Understanding and Adaptation in Neural-Network-Based Question Answering

The last several years have seen intensive interest in exploring neural-...

0 Junbei Zhang, et al. ∙

∙ 11/13/2016

Commonsense Knowledge Enhanced Embeddings for Solving Pronoun Disambiguation Problems in Winograd Schema Challenge

In this paper, we propose commonsense knowledge enhanced embeddings (KEE...

0 Quan Liu, et al. ∙

∙ 11/11/2016

Neural Networks Models for Entity Discovery and Linking

This paper describes the USTC_NELSLIP systems submitted to the Trilingua...

0 Dan Liu, et al. ∙

∙ 10/26/2016

Distraction-Based Neural Networks for Document Summarization

Distributed representation learned with neural networks has recently sho...

0 Qian Chen, et al. ∙

∙ 07/15/2016

Attention-over-Attention Neural Networks for Reading Comprehension

Cloze-style queries are representative problems in reading comprehension...

0 Yiming Cui, et al. ∙

∙ 03/24/2016

Probabilistic Reasoning via Deep Learning: Neural Association Models

In this paper, we propose a new deep learning approach, called neural as...

1 Quan Liu, et al. ∙

∙ 12/28/2015

Feedforward Sequential Memory Networks: A New Structure to Learn Long-term Dependency

In this paper, we propose a novel neural network structure, namely feedf...

0 Shiliang Zhang, et al. ∙

∙ 10/09/2015

Feedforward Sequential Memory Neural Networks without Recurrent Feedback

We introduce a new structure for memory neural networks, called feedforw...

0 Shiliang Zhang, et al. ∙

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