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James Henderson

Idiap Research Institute

Bag-of-Vectors Autoencoders for Unsupervised Conditional Text Generation


Oct 13, 2021
Florian Mai, James Henderson

* Under review 

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Imposing Relation Structure in Language-Model Embeddings Using Contrastive Learning


Sep 04, 2021
Christos Theodoropoulos, James Henderson, Andrei C. Coman, Marie-Francine Moens

* To be presented at CoNLL 2021 

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The DCU-EPFL Enhanced Dependency Parser at the IWPT 2021 Shared Task


Jul 05, 2021
James Barry, Alireza Mohammadshahi, Joachim Wagner, Jennifer Foster, James Henderson

* Submitted to the IWPT 2021 Shared Task: From Raw Text to Enhanced Universal Dependencies: the Parsing Shared Task at IWPT 2021 

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Variational Information Bottleneck for Effective Low-Resource Fine-Tuning


Jun 10, 2021
Rabeeh Karimi Mahabadi, Yonatan Belinkov, James Henderson

* ICLR, 2021 

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Compacter: Efficient Low-Rank Hypercomplex Adapter Layers


Jun 08, 2021
Rabeeh Karimi Mahabadi, James Henderson, Sebastian Ruder


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Parameter-efficient Multi-task Fine-tuning for Transformers via Shared Hypernetworks


Jun 08, 2021
Rabeeh Karimi Mahabadi, Sebastian Ruder, Mostafa Dehghani, James Henderson

* accepted in ACL, 2021 

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Syntax-Aware Graph-to-Graph Transformer for Semantic Role Labelling


Apr 15, 2021
Alireza Mohammadshahi, James Henderson

* 13 pages, 4 figures 

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Inducing Meaningful Units from Character Sequences with Slot Attention


Feb 01, 2021
Melika Behjati, James Henderson


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Multi-Adversarial Learning for Cross-Lingual Word Embeddings


Oct 16, 2020
Haozhou Wang, James Henderson, Paola Merlo


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Plug and Play Autoencoders for Conditional Text Generation


Oct 12, 2020
Florian Mai, Nikolaos Pappas, Ivan Montero, Noah A. Smith, James Henderson

* To be published in EMNLP 2020 

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The Unstoppable Rise of Computational Linguistics in Deep Learning


Jun 11, 2020
James Henderson

* 13 pages. Accepted for publication at ACL 2020, in the theme track 

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Recursive Non-Autoregressive Graph-to-Graph Transformer for Dependency Parsing with Iterative Refinement


Mar 29, 2020
Alireza Mohammadshahi, James Henderson


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Graph-to-Graph Transformer for Transition-based Dependency Parsing


Nov 08, 2019
Alireza Mohammadshahi, James Henderson

* 17 pages, 5 figures 

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Simple but effective techniques to reduce biases


Sep 25, 2019
Rabeeh Karimi Mahabadi, James Henderson


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simple but effective techniques to reduce biases


Sep 13, 2019
Rabeeh Karimi Mahabadi, James Henderson


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Partially-supervised Mention Detection


Aug 26, 2019
Lesly Miculicich, James Henderson


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Regularization Advantages of Multilingual Neural Language Models for Low Resource Domains


May 29, 2019
Navid Rekabsaz, Nikolaos Pappas, James Henderson, Banriskhem K. Khonglah, Srikanth Madikeri


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Deep Residual Output Layers for Neural Language Generation


May 22, 2019
Nikolaos Pappas, James Henderson

* To appear in ICML 2019 

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Weakly-Supervised Concept-based Adversarial Learning for Cross-lingual Word Embeddings


Apr 20, 2019
Haozhou Wang, James Henderson, Paola Merlo

* 11 pages, 4 figures 

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Document-Level Neural Machine Translation with Hierarchical Attention Networks


Oct 01, 2018
Lesly Miculicich, Dhananjay Ram, Nikolaos Pappas, James Henderson

* EMNLP 2018 

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Beyond Weight Tying: Learning Joint Input-Output Embeddings for Neural Machine Translation


Aug 31, 2018
Nikolaos Pappas, Lesly Miculicich Werlen, James Henderson

* To appear at WMT 2018 

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Joint Input-Label Embedding for Neural Text Classification


Jun 20, 2018
Nikolaos Pappas, James Henderson

* Under revision 

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Learning Word Embeddings for Hyponymy with Entailment-Based Distributional Semantics


Oct 06, 2017
James Henderson

* 8 pages, 2 figures 

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Bag-of-Vector Embeddings of Dependency Graphs for Semantic Induction


Sep 30, 2017
Diana Nicoleta Popa, James Henderson

* 10 pages, 2 figures 

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A Vector Space for Distributional Semantics for Entailment


Jul 13, 2016
James Henderson, Diana Nicoleta Popa

* To appear in Proc. 54th Annual Meeting of the Association Computational Linguistics (ACL 2016) 

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A Bayesian Model of Multilingual Unsupervised Semantic Role Induction


Mar 04, 2016
Nikhil Garg, James Henderson


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Efficient Computation of Mean Truncated Hitting Times on Very Large Graphs


Apr 16, 2013
Joel Lang, James Henderson


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