Proceedings of the 1st Workshop on Representation Learning for NLP
Phil Blunsom, Kyunghyun Cho, Shay Cohen, Edward Grefenstette, Karl Moritz Hermann, Laura Rimell, Jason Weston, Scott Wen-tau Yih (Editors)
- Anthology ID:
- W16-16
- Month:
- August
- Year:
- 2016
- Address:
- Berlin, Germany
- Venue:
- RepL4NLP
- Events:
- Workshop on Representation Learning for NLP (2016) | Other Workshops and Events (2016)
- SIG:
- SIGREP
- Publisher:
- Association for Computational Linguistics
- URL:
- https://preview.aclanthology.org/vol-to-evt/W16-16/
- DOI:
- 10.18653/v1/W16-16
- PDF:
- https://preview.aclanthology.org/vol-to-evt/W16-16.pdf
Proceedings of the 1st Workshop on Representation Learning for NLP
Phil Blunsom | Kyunghyun Cho | Shay Cohen | Edward Grefenstette | Karl Moritz Hermann | Laura Rimell | Jason Weston | Scott Wen-tau Yih
Phil Blunsom | Kyunghyun Cho | Shay Cohen | Edward Grefenstette | Karl Moritz Hermann | Laura Rimell | Jason Weston | Scott Wen-tau Yih
Explaining Predictions of Non-Linear Classifiers in NLP
Leila Arras | Franziska Horn | Grégoire Montavon | Klaus-Robert Müller | Wojciech Samek
Leila Arras | Franziska Horn | Grégoire Montavon | Klaus-Robert Müller | Wojciech Samek
Joint Learning of Sentence Embeddings for Relevance and Entailment
Petr Baudiš | Silvestr Stanko | Jan Šedivý
Petr Baudiš | Silvestr Stanko | Jan Šedivý
Assisting Discussion Forum Users using Deep Recurrent Neural Networks
Jacob Hagstedt P Suorra | Olof Mogren
Jacob Hagstedt P Suorra | Olof Mogren
Adjusting Word Embeddings with Semantic Intensity Orders
Joo-Kyung Kim | Marie-Catherine de Marneffe | Eric Fosler-Lussier
Joo-Kyung Kim | Marie-Catherine de Marneffe | Eric Fosler-Lussier
Towards Abstraction from Extraction: Multiple Timescale Gated Recurrent Unit for Summarization
Minsoo Kim | Dennis Singh Moirangthem | Minho Lee
Minsoo Kim | Dennis Singh Moirangthem | Minho Lee
An Empirical Evaluation of doc2vec with Practical Insights into Document Embedding Generation
Jey Han Lau | Timothy Baldwin
Jey Han Lau | Timothy Baldwin
Quantifying the Vanishing Gradient and Long Distance Dependency Problem in Recursive Neural Networks and Recursive LSTMs
Phong Le | Willem Zuidema
Phong Le | Willem Zuidema
LSTM-Based Mixture-of-Experts for Knowledge-Aware Dialogues
Phong Le | Marc Dymetman | Jean-Michel Renders
Phong Le | Marc Dymetman | Jean-Michel Renders
Mapping Unseen Words to Task-Trained Embedding Spaces
Pranava Swaroop Madhyastha | Mohit Bansal | Kevin Gimpel | Karen Livescu
Pranava Swaroop Madhyastha | Mohit Bansal | Kevin Gimpel | Karen Livescu
Multilingual Modal Sense Classification using a Convolutional Neural Network
Ana Marasović | Anette Frank
Ana Marasović | Anette Frank
Towards cross-lingual distributed representations without parallel text trained with adversarial autoencoders
Antonio Valerio Miceli Barone
Antonio Valerio Miceli Barone
Learning Semantic Relatedness in Community Question Answering Using Neural Models
Henry Nassif | Mitra Mohtarami | James Glass
Henry Nassif | Mitra Mohtarami | James Glass
Learning Text Similarity with Siamese Recurrent Networks
Paul Neculoiu | Maarten Versteegh | Mihai Rotaru
Paul Neculoiu | Maarten Versteegh | Mihai Rotaru
A Two-stage Approach for Extending Event Detection to New Types via Neural Networks
Thien Huu Nguyen | Lisheng Fu | Kyunghyun Cho | Ralph Grishman
Thien Huu Nguyen | Lisheng Fu | Kyunghyun Cho | Ralph Grishman
Making Sense of Word Embeddings
Maria Pelevina | Nikolay Arefiev | Chris Biemann | Alexander Panchenko
Maria Pelevina | Nikolay Arefiev | Chris Biemann | Alexander Panchenko
Pair Distance Distribution: A Model of Semantic Representation
Yonatan Ramni | Oded Maimon | Evgeni Khmelnitsky
Yonatan Ramni | Oded Maimon | Evgeni Khmelnitsky
Measuring Semantic Similarity of Words Using Concept Networks
Gábor Recski | Eszter Iklódi | Katalin Pajkossy | András Kornai
Gábor Recski | Eszter Iklódi | Katalin Pajkossy | András Kornai
Sparsifying Word Representations for Deep Unordered Sentence Modeling
Prasanna Sattigeri | Jayaraman J. Thiagarajan
Prasanna Sattigeri | Jayaraman J. Thiagarajan
Why “Blow Out”? A Structural Analysis of the Movie Dialog Dataset
Richard Searle | Megan Bingham-Walker
Richard Searle | Megan Bingham-Walker
Learning Word Importance with the Neural Bag-of-Words Model
Imran Sheikh | Irina Illina | Dominique Fohr | Georges Linarès
Imran Sheikh | Irina Illina | Dominique Fohr | Georges Linarès
Towards Generalizable Sentence Embeddings
Eleni Triantafillou | Jamie Ryan Kiros | Raquel Urtasun | Richard Zemel
Eleni Triantafillou | Jamie Ryan Kiros | Raquel Urtasun | Richard Zemel