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Rep4NLP@ACL
2016
2018
2016
2018
Keyphrases
Publications
2018
Shang Gao
,
Arvind Ramanathan
,
Georgia D. Tourassi
Hierarchical Convolutional Attention Networks for Text Classification.
Rep4NLP@ACL
(2018)
Dennis Singh Moirangthem
,
Minho Lee
Chat Discrimination for Intelligent Conversational Agents with a Hybrid CNN-LMTGRU Network.
Rep4NLP@ACL
(2018)
Angel Daza
,
Anette Frank
A Sequence-to-Sequence Model for Semantic Role Labeling.
Rep4NLP@ACL
(2018)
Edgar Altszyler
,
Mariano Sigman
,
Diego Fernández Slezak
Corpus Specificity in LSA and Word2vec: The Role of Out-of-Domain Documents.
Rep4NLP@ACL
(2018)
Mareike Hartmann
,
Anders Søgaard
Limitations of Cross-Lingual Learning from Image Search.
Rep4NLP@ACL
(2018)
Denis Newman-Griffis
,
Albert M. Lai
,
Eric Fosler-Lussier
Jointly Embedding Entities and Text with Distant Supervision.
Rep4NLP@ACL
(2018)
Athul Paul Jacob
,
Zhouhan Lin
,
Alessandro Sordoni
,
Yoshua Bengio
Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences.
Rep4NLP@ACL
(2018)
Ade Romadhony
,
Alfan Farizki Wicaksono
,
Ayu Purwarianti
,
Dwi Hendratmo Widyantoro
A Dense Vector Representation for Open-Domain Relation Tuples.
Rep4NLP@ACL
(2018)
Amr Rekaby Salama
,
Özge Alaçam
,
Wolfgang Menzel
Text Completion using Context-Integrated Dependency Parsing.
Rep4NLP@ACL
(2018)
Ahmet Üstün
,
Murathan Kurfali
,
Burcu Can
Characters or Morphemes: How to Represent Words?
Rep4NLP@ACL
(2018)
Shuai Tang
,
Hailin Jin
,
Chen Fang
,
Zhaowen Wang
,
Virginia R. de Sa
Speeding up Context-based Sentence Representation Learning with Non-autoregressive Convolutional Decoding.
Rep4NLP@ACL
(2018)
Yadollah Yaghoobzadeh
,
Katharina Kann
,
Hinrich Schütze
Evaluating Word Embeddings in Multi-label Classification Using Fine-Grained Name Typing.
Rep4NLP@ACL
(2018)
Ivan Vulic
Injecting Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation.
Rep4NLP@ACL
(2018)
Chakaveh Saedi
,
António Branco
,
João António Rodrigues
,
João Silva
WordNet Embeddings.
Rep4NLP@ACL
(2018)
Qiuchi Li
,
Sagar Uprety
,
Benyou Wang
,
Dawei Song
Quantum-Inspired Complex Word Embedding.
Rep4NLP@ACL
(2018)
Kosuke Nishida
,
Kyosuke Nishida
,
Hisako Asano
,
Junji Tomita
Natural Language Inference with Definition Embedding Considering Context On the Fly.
Rep4NLP@ACL
(2018)
Proceedings of The Third Workshop on Representation Learning for NLP, Rep4NLP@ACL 2018, Melbourne, Australia, July 20, 2018
Rep4NLP@ACL
(2018)
Gil Levi
Connecting Supervised and Unsupervised Sentence Embeddings.
Rep4NLP@ACL
(2018)
Samuel Broscheit
Learning Distributional Token Representations from Visual Features.
Rep4NLP@ACL
(2018)
Yinfei Yang
,
Steve Yuan
,
Daniel Cer
,
Sheng-yi Kong
,
Noah Constant
,
Petr Pilar
,
Heming Ge
,
Yun-Hsuan Sung
,
Brian Strope
,
Ray Kurzweil
Learning Semantic Textual Similarity from Conversations.
Rep4NLP@ACL
(2018)
Lidia Pivovarova
,
Roman Yangarber
Comparison of Representations of Named Entities for Document Classification.
Rep4NLP@ACL
(2018)
Yanrong Wu
,
Zhichun Wang
Knowledge Graph Embedding with Numeric Attributes of Entities.
Rep4NLP@ACL
(2018)
Jilei Wang
,
Shiying Luo
,
Weiyan Shi
,
Tao Dai
,
Shu-Tao Xia
Exploiting Common Characters in Chinese and Japanese to Learn Cross-Lingual Word Embeddings via Matrix Factorization.
Rep4NLP@ACL
(2018)
Katherine Yu
,
Haoran Li
,
Barlas Oguz
Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification.
Rep4NLP@ACL
(2018)
Kawin Ethayarajh
Unsupervised Random Walk Sentence Embeddings: A Strong but Simple Baseline.
Rep4NLP@ACL
(2018)
Weiguo Sheng
A Hybrid Learning Scheme for Chinese Word Embedding.
Rep4NLP@ACL
(2018)
Nelson F. Liu
,
Omer Levy
,
Roy Schwartz
,
Chenhao Tan
,
Noah A. Smith
LSTMs Exploit Linguistic Attributes of Data.
Rep4NLP@ACL
(2018)
Nikola Ljubesic
,
Darja Fiser
,
Anita Peti-Stantic
Predicting Concreteness and Imageability of Words Within and Across Languages via Word Embeddings.
Rep4NLP@ACL
(2018)
Hwiyeol Jo
,
Stanley Jungkyu Choi
Extrofitting: Enriching Word Representation and its Vector Space with Semantic Lexicons.
Rep4NLP@ACL
(2018)
2017
Yelong Shen
,
Po-Sen Huang
,
Ming-Wei Chang
,
Jianfeng Gao
Modeling Large-Scale Structured Relationships with Shared Memory for Knowledge Base Completion.
Rep4NLP@ACL
(2017)
Nanyun Peng
,
Mark Dredze
Multi-task Domain Adaptation for Sequence Tagging.
Rep4NLP@ACL
(2017)
Pablo Gamallo
Sense Contextualization in a Dependency-Based Compositional Distributional Model.
Rep4NLP@ACL
(2017)
Rudolf Kadlec
,
Ondrej Bajgar
,
Jan Kleindienst
Knowledge Base Completion: Baselines Strike Back.
Rep4NLP@ACL
(2017)
Shyam Upadhyay
,
Kai-Wei Chang
,
Matt Taddy
,
Adam Kalai
,
James Y. Zou
Beyond Bilingual: Multi-sense Word Embeddings using Multilingual Context.
Rep4NLP@ACL
(2017)
Franziska Horn
Context encoders as a simple but powerful extension of word2vec.
Rep4NLP@ACL
(2017)
Shuai Tang
,
Hailin Jin
,
Chen Fang
,
Zhaowen Wang
,
Virginia R. de Sa
Rethinking Skip-thought: A Neighborhood based Approach.
Rep4NLP@ACL
(2017)
Joe Cheri Ross
,
Pushpak Bhattacharyya
Towards Harnessing Memory Networks for Coreference Resolution.
Rep4NLP@ACL
(2017)
Proceedings of the 2nd Workshop on Representation Learning for NLP, Rep4NLP@ACL 2017, Vancouver, Canada, August 3, 2017
Rep4NLP@ACL
(2017)
Adam Trischler
,
Tong Wang
,
Xingdi Yuan
,
Justin Harris
,
Alessandro Sordoni
,
Philip Bachman
,
Kaheer Suleman
NewsQA: A Machine Comprehension Dataset.
Rep4NLP@ACL
(2017)
Sebastian Brarda
,
Philip Yeres
,
Samuel R. Bowman
Sequential Attention: A Context-Aware Alignment Function for Machine Reading.
Rep4NLP@ACL
(2017)
Hannes Schulz
,
Jeremie Zumer
,
Layla El Asri
,
Shikhar Sharma
A Frame Tracking Model for Memory-Enhanced Dialogue Systems.
Rep4NLP@ACL
(2017)
Paul Michel
,
Abhilasha Ravichander
,
Shruti Rijhwani
Does the Geometry of Word Embeddings Help Document Classification? A Case Study on Persistent Homology-Based Representations.
Rep4NLP@ACL
(2017)
Xing Fan
,
Emilio Monti
,
Lambert Mathias
,
Markus Dreyer
Transfer Learning for Neural Semantic Parsing.
Rep4NLP@ACL
(2017)
Shima Asaadi
,
Sebastian Rudolph
Gradual Learning of Matrix-Space Models of Language for Sentiment Analysis.
Rep4NLP@ACL
(2017)
Sheng Chen
,
Akshay Soni
,
Aasish Pappu
,
Yashar Mehdad
DocTag2Vec: An Embedding Based Multi-label Learning Approach for Document Tagging.
Rep4NLP@ACL
(2017)
Pranava Swaroop Madhyastha
,
Cristina España-Bonet
Learning Bilingual Projections of Embeddings for Vocabulary Expansion in Machine Translation.
Rep4NLP@ACL
(2017)
Jan Rygl
,
Jan Pomikálek
,
Radim Rehurek
,
Michal Ruzicka
,
Vít Novotný
,
Petr Sojka
Semantic Vector Encoding and Similarity Search Using Fulltext Search Engines.
Rep4NLP@ACL
(2017)
Karol Grzegorczyk
,
Marcin Kurdziel
Binary Paragraph Vectors.
Rep4NLP@ACL
(2017)
Holger Schwenk
,
Matthijs Douze
Learning Joint Multilingual Sentence Representations with Neural Machine Translation.
Rep4NLP@ACL
(2017)
Çaglar Gülçehre
,
Francis Dutil
,
Adam Trischler
,
Yoshua Bengio
Plan, Attend, Generate: Character-Level Neural Machine Translation with Planning.
Rep4NLP@ACL
(2017)