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Generate, Annotate, and Learn: Generative Models Advance Self-Training and Knowledge Distillation


Jun 11, 2021
Xuanli He, Islam Nassar, Jamie Kiros, Gholamreza Haffari, Mohammad Norouzi

* 26 pages, 3 figures 

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Adaptive Knowledge-Enhanced Bayesian Meta-Learning for Few-shot Event Detection


May 30, 2021
Shirong Shen, Tongtong Wu, Guilin Qi, Yuan-Fang Li, Gholamreza Haffari, Sheng Bi

* Accepted by ACL2021 Findings 

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Neural-Symbolic Commonsense Reasoner with Relation Predictors


May 14, 2021
Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Gholamreza Haffari, Mahsa Baktashmotlagh

* ACL2021 

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All Labels Are Not Created Equal: Enhancing Semi-supervision via Label Grouping and Co-training


Apr 12, 2021
Islam Nassar, Samitha Herath, Ehsan Abbasnejad, Wray Buntine, Gholamreza Haffari

* Accepted in CVPR2021 

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Few-Shot Semantic Parsing for New Predicates


Jan 26, 2021
Zhuang Li, Lizhen Qu, Shuo Huang, Gholamreza Haffari

* Accepted to EACL 2021 

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Domain Adaptative Causality Encoder


Nov 27, 2020
Farhad Moghimifar, Gholamreza Haffari, Mahsa Baktashmotlagh

* ALTA2020 

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Multi-objective semi-supervised clustering to identify health service patterns for injured patients


Nov 16, 2020
Hadi Akbarzadeh Khorshidi, Uwe Aickelin, Gholamreza Haffari, Behrooz Hassani-Mahmooei

* Health information science and systems, Volume 7, Issue 1 

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Context Dependent Semantic Parsing: A Survey


Nov 02, 2020
Zhuang Li, Lizhen Qu, Gholamreza Haffari

* 10 pages, acceteped by COLING'2020 

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COSMO: Conditional SEQ2SEQ-based Mixture Model for Zero-Shot Commonsense Question Answering


Nov 02, 2020
Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Mahsa Baktashmotlagh, Gholamreza Haffari

* COLING2020 

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Few-Shot Complex Knowledge Base Question Answering via Meta Reinforcement Learning


Oct 29, 2020
Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Tongtong Wu

* 11 pages, 1 figure, accepted in EMNLP 2020 

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Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning


Oct 29, 2020
Yuncheng Hua, Yuan-Fang Li, Gholamreza Haffari, Guilin Qi, Wei Wu

* IJCAI 2020: 3679-3686 
* 8 pages, 2 figures, published in IJCAI 2020 

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Leveraging Discourse Rewards for Document-Level Neural Machine Translation


Oct 19, 2020
Inigo Jauregi Unanue, Nazanin Esmaili, Gholamreza Haffari, Massimo Piccardi

* Accepted at COLING 2020 

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Understanding Unnatural Questions Improves Reasoning over Text


Oct 19, 2020
Xiao-Yu Guo, Yuan-Fang Li, Gholamreza Haffari


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Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation


Oct 12, 2020
Fahimeh Saleh, Wray Buntine, Gholamreza Haffari


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Scene Graph Modification Based on Natural Language Commands


Oct 06, 2020
Xuanli He, Quan Hung Tran, Gholamreza Haffari, Walter Chang, Trung Bui, Zhe Lin, Franck Dernoncourt, Nhan Dam

* Accepted to the Findings of EMNLP 2020 

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Effective Unsupervised Domain Adaptation with Adversarially Trained Language Models


Oct 05, 2020
Thuy-Trang Vu, Dinh Phung, Gholamreza Haffari

* EMNLP2020 

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SummPip: Unsupervised Multi-Document Summarization with Sentence Graph Compression


Jul 20, 2020
Jinming Zhao, Ming Liu, Longxiang Gao, Yuan Jin, Lan Du, He Zhao, He Zhang, Gholamreza Haffari

* accepted to SIGIR 2020 

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Dynamic Programming Encoding for Subword Segmentation in Neural Machine Translation


May 03, 2020
Xuanli He, Gholamreza Haffari, Mohammad Norouzi

* accepted to ACL2020 

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Contextual Neural Machine Translation Improves Translation of Cataphoric Pronouns


Apr 28, 2020
KayYen Wong, Sameen Maruf, Gholamreza Haffari

* Accepted to ACL 2020 

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Learning Coupled Policies for Simultaneous Machine Translation


Feb 11, 2020
Philip Arthur, Trevor Cohn, Gholamreza Haffari

* 7 pages 

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Learning to Multi-Task Learn for Better Neural Machine Translation


Jan 10, 2020
Poorya Zaremoodi, Gholamreza Haffari


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A Survey on Document-level Machine Translation: Methods and Evaluation


Dec 18, 2019
Sameen Maruf, Fahimeh Saleh, Gholamreza Haffari

* This article is under-review at an international journal. This arXiv version has been made available to solicit feedback 

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Question Generation from Paragraphs: A Tale of Two Hierarchical Models


Nov 08, 2019
Vishwajeet Kumar, Raktim Chaki, Sai Teja Talluri, Ganesh Ramakrishnan, Yuan-Fang Li, Gholamreza Haffari


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Selective Attention for Context-aware Neural Machine Translation


Mar 21, 2019
Sameen Maruf, André F. T. Martins, Gholamreza Haffari

* Accepted at NAACL-HLT 2019 

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Medical Multimodal Classifiers Under Scarce Data Condition


Feb 24, 2019
Faik Aydin, Maggie Zhang, Michelle Ananda-Rajah, Gholamreza Haffari


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Exploring Textual and Speech information in Dialogue Act Classification with Speaker Domain Adaptation


Oct 17, 2018
Xuanli He, Quan Hung Tran, William Havard, Laurent Besacier, Ingrid Zukerman, Gholamreza Haffari

* 5 pages, 2 figurs 

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