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Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017)
Proceedings of the CoNLL SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection
Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies

Proceedings of the 21st Conference on Computational Natural Language Learning (CoNLL 2017)

K17-1 [bib]: Entire volume

K17-1000: Front Matter

K17-1001 [bib]: Chris Dyer
Should Neural Network Architecture Reflect Linguistic Structure?

K17-1002 [bib]: Naomi Feldman
Rational Distortions of Learners' Linguistic Input

K17-1003 [bib]: Émile Enguehard; Yoav Goldberg; Tal Linzen
Exploring the Syntactic Abilities of RNNs with Multi-task Learning

K17-1004 [bib]: Roy Schwartz; Maarten Sap; Ioannis Konstas; Leila Zilles; Yejin Choi; Noah A. Smith
The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task

K17-1005 [bib]: Weiwei Sun; Yantao Du; Xiaojun Wan
Parsing for Grammatical Relations via Graph Merging

K17-1006 [bib]: I-Hsuan Chen; Yunfei Long; Qin Lu; Chu-Ren Huang
Leveraging Eventive Information for Better Metaphor Detection and Classification

K17-1007 [bib]: Olga Uryupina; Alessandro Moschitti
Collaborative Partitioning for Coreference Resolution

K17-1008 [bib]: Yotam Eshel; Noam Cohen; Kira Radinsky; Shaul Markovitch; Ikuya Yamada; Omer Levy
Named Entity Disambiguation for Noisy Text

K17-1009 [bib]: Rebecca Sharp; Mihai Surdeanu; Peter Jansen; Marco A. Valenzuela-Escárcega; Peter Clark; Michael Hammond
Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification

K17-1010 [bib]: Daniel Khashabi; Tushar Khot; Ashish Sabharwal; Dan Roth
Learning What is Essential in Questions

K17-1011 [bib]: Huadong Chen; Shujian Huang; David Chiang; XIN-YU DAI; Jiajun CHEN
Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation

K17-1012 [bib]: Massimiliano Mancini; Jose Camacho-Collados; Ignacio Iacobacci; Roberto Navigli
Embedding Words and Senses Together via Joint Knowledge-Enhanced Training

K17-1013 [bib]: Ivan Vulić; Roy Schwartz; Ari Rappoport; Roi Reichart; Anna Korhonen
Automatic Selection of Context Configurations for Improved Class-Specific Word Representations

K17-1014 [bib]: SHOAIB JAMEEL; STEVEN SCHOCKAERT
Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding

K17-1015 [bib]: Fatemeh Torabi Asr; Michael Jones
An Artificial Language Evaluation of Distributional Semantic Models

K17-1016 [bib]: Yan Song; Chia-Jung Lee; Fei Xia
Learning Word Representations with Regularization from Prior Knowledge

K17-1017 [bib]: Fei Dong; Yue Zhang; Jie Yang
Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring

K17-1018 [bib]: Michael J. Paul
Feature Selection as Causal Inference: Experiments with Text Classification

K17-1019 [bib]: Haoruo Peng; Snigdha Chaturvedi; Dan Roth
A Joint Model for Semantic Sequences: Frames, Entities, Sentiments

K17-1020 [bib]: Tatyana Ruzsics; Tanja Samardzic
Neural Sequence-to-sequence Learning of Internal Word Structure

K17-1021 [bib]: Ed Collins; Isabelle Augenstein; Sebastian Riedel
A Supervised Approach to Extractive Summarisation of Scientific Papers

K17-1022 [bib]: Shraey Bhatia; Jey Han Lau; Timothy Baldwin
An Automatic Approach for Document-level Topic Model Evaluation

K17-1023 [bib]: Henry Y. Chen; Ethan Zhou; Jinho D. Choi
Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts

K17-1024 [bib]: Shafiq Joty; Preslav Nakov; Lluís Màrquez; Israa Jaradat
Cross-language Learning with Adversarial Neural Networks

K17-1025 [bib]: Adithya Renduchintala; Philipp Koehn; Jason Eisner
Knowledge Tracing in Sequential Learning of Inflected Vocabulary

K17-1026 [bib]: Abulhair Saparov; Vijay Saraswat; Tom Mitchell
A Probabilistic Generative Grammar for Semantic Parsing

K17-1027 [bib]: Massimo Nicosia; Alessandro Moschitti
Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information

K17-1028 [bib]: Dirk Weissenborn; Georg Wiese; Laura Seiffe
Making Neural QA as Simple as Possible but not Simpler

K17-1029 [bib]: Georg Wiese; Dirk Weissenborn; Mariana Neves
Neural Domain Adaptation for Biomedical Question Answering

K17-1030 [bib]: Mans Hulden
A phoneme clustering algorithm based on the obligatory contour principle

K17-1031 [bib]: Quanzhi Li; Sameena Shah
Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits

K17-1032 [bib]: Desh Raj; SUNIL SAHU; Ashish Anand
Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text

K17-1033 [bib]: Kairit Sirts; Olivier Piguet; Mark Johnson
Idea density for predicting Alzheimer's disease from transcribed speech

K17-1034 [bib]: Omer Levy; Minjoon Seo; Eunsol Choi; Luke Zettlemoyer
Zero-Shot Relation Extraction via Reading Comprehension

K17-1035 [bib]: Xun Zhang; Weiwei Sun; Xiaojun Wan
The Covert Helps Parse the Overt

K17-1036 [bib]: Dominik Schlechtweg; Stefanie Eckmann; Enrico Santus; Sabine Schulte im Walde; Daniel Hole
German in Flux: Detecting Metaphoric Change via Word Entropy

K17-1037 [bib]: Afra Alishahi; Marie Barking; Grzegorz Chrupała
Encoding of phonology in a recurrent neural model of grounded speech

K17-1038 [bib]: Long Duong; Hadi Afshar; Dominique Estival; Glen Pink; Philip Cohen; Mark Johnson
Multilingual Semantic Parsing And Code-Switching

K17-1039 [bib]: Phong Le; Ivan Titov
Optimizing Differentiable Relaxations of Coreference Evaluation Metrics

K17-1040 [bib]: Yftah Ziser; Roi Reichart
Neural Structural Correspondence Learning for Domain Adaptation

K17-1041 [bib]: Diego Marcheggiani; Anton Frolov; Ivan Titov
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling

K17-1042 [bib]: Go Inoue; Hiroyuki Shindo; Yuji Matsumoto
Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information

K17-1043 [bib]: Younes Samih; Mohamed Eldesouki; Mohammed Attia; Kareem Darwish; Ahmed Abdelali; Hamdy Mubarak; Laura Kallmeyer
Learning from Relatives: Unified Dialectal Arabic Segmentation

K17-1044 [bib]: Van-Khanh Tran; Le-Minh Nguyen
Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks

K17-1045 [bib]: Michihiro Yasunaga; Rui Zhang; Kshitijh Meelu; Ayush Pareek; Krishnan Srinivasan; Dragomir Radev
Graph-based Neural Multi-Document Summarization

Proceedings of the CoNLL SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection

K17-2 [bib]: Entire volume

K17-2000: Front Matter

K17-2001 [bib]: Ryan Cotterell; Christo Kirov; John Sylak-Glassman; Gėraldine Walther; Ekaterina Vylomova; Patrick Xia; Manaal Faruqui; Sandra Kübler; David Yarowsky; Jason Eisner; Mans Hulden
CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages

K17-2002 [bib]: Toms Bergmanis; Katharina Kann; Hinrich Schütze; Sharon Goldwater
Training Data Augmentation for Low-Resource Morphological Inflection

K17-2003 [bib]: Katharina Kann; Hinrich Schütze
The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection

K17-2004 [bib]: Peter Makarov; Tatiana Ruzsics; Simon Clematide
Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection

K17-2005 [bib]: Chunting Zhou; Graham Neubig
Morphological Inflection Generation with Multi-space Variational Encoder-Decoders

K17-2006 [bib]: Abhisek Chakrabarty; Utpal Garain
ISI at the SIGMORPHON 2017 Shared Task on Morphological Reinflection

K17-2007 [bib]: Akhilesh Sudhakar; Anil Kumar Singh
Experiments on Morphological Reinflection: CoNLL-2017 Shared Task

K17-2008 [bib]: Garrett Nicolai; Bradley Hauer; Mohammad Motallebi; Saeed Najafi; Grzegorz Kondrak
If you can't beat them, join them: the University of Alberta system description

K17-2009 [bib]: Qile Zhu; Yanjun Li; Xiaolin Li
Character Sequence-to-Sequence Model with Global Attention for Universal Morphological Reinflection

K17-2010 [bib]: Miikka Silfverberg; Adam Wiemerslage; Ling Liu; Lingshuang Jack Mao
Data Augmentation for Morphological Reinflection

K17-2011 [bib]: Hajime Senuma; Akiko Aizawa
Seq2seq for Morphological Reinflection: When Deep Learning Fails

K17-2012 [bib]: Robert Östling; Johannes Bjerva
SU-RUG at the CoNLL-SIGMORPHON 2017 shared task: Morphological Inflection with Attentional Sequence-to-Sequence Models

Proceedings of the CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies

K17-3 [bib]: Entire volume

K17-3000: Front Matter

K17-3001 [bib]: Daniel Zeman; Martin Popel; Milan Straka; Jan Hajic; Joakim Nivre; Filip Ginter; Juhani Luotolahti; Sampo Pyysalo; Slav Petrov; Martin Potthast; Francis Tyers; Elena Badmaeva; Memduh Gokirmak; Anna Nedoluzhko; Silvie Cinkova; Jan Hajic jr.; Jaroslava Hlavacova; Václava Kettnerová; Zdenka Uresova; Jenna Kanerva; Stina Ojala; Anna Missilä; Christopher D. Manning; Sebastian Schuster; Siva Reddy; Dima Taji; Nizar Habash; Herman Leung; Marie-Catherine de Marneffe; Manuela Sanguinetti; Maria Simi; Hiroshi Kanayama; Valeria dePaiva; Kira Droganova; Héctor Martínez Alonso; Çağrı Çöltekin; Umut Sulubacak; Hans Uszkoreit; Vivien Macketanz; Aljoscha Burchardt; Kim Harris; Katrin Marheinecke; Georg Rehm; Tolga Kayadelen; Mohammed Attia; Ali Elkahky; Zhuoran Yu; Emily Pitler; Saran Lertpradit; Michael Mandl; Jesse Kirchner; Hector Fernandez Alcalde; Jana Strnadová; Esha Banerjee; Ruli Manurung; Antonio Stella; Atsuko Shimada; Sookyoung Kwak; Gustavo Mendonca; Tatiana Lando; Rattima Nitisaroj; Josie Li
CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies

K17-3002 [bib]: Timothy Dozat; Peng Qi; Christopher D. Manning
Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task

K17-3003 [bib]: Tianze Shi; Felix G. Wu; Xilun Chen; Yao Cheng
Combining Global Models for Parsing Universal Dependencies

K17-3004 [bib]: Anders Björkelund; Agnieszka Falenska; Xiang Yu; Jonas Kuhn
IMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural Networks

K17-3005 [bib]: Wanxiang Che; Jiang Guo; Yuxuan Wang; Bo Zheng; Huaipeng Zhao; Yang Liu; Dechuan Teng; Ting Liu
The HIT-SCIR System for End-to-End Parsing of Universal Dependencies

K17-3006 [bib]: KyungTae Lim; Thierry Poibeau
A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature Representations

K17-3007 [bib]: Motoki Sato; Hitoshi Manabe; Hiroshi Noji; Yuji Matsumoto
Adversarial Training for Cross-Domain Universal Dependency Parsing

K17-3008 [bib]: Ömer Kırnap; Berkay Furkan Önder; Deniz Yuret
Parsing with Context Embeddings

K17-3009 [bib]: Milan Straka; Jana Straková
Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe

K17-3010 [bib]: Clara Vania; Xingxing Zhang; Adam Lopez
UParse: the Edinburgh system for the CoNLL 2017 UD shared task

K17-3011 [bib]: Johannes Heinecke; Munshi Asadullah
Multi-Model and Crosslingual Dependency Analysis

K17-3012 [bib]: Jenna Kanerva; Juhani Luotolahti; Filip Ginter
TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing

K17-3013 [bib]: Kuan Yu; Pavel Sofroniev; Erik Schill; Erhard Hinrichs
The parse is darc and full of errors: Universal dependency parsing with transition-based and graph-based algorithms

K17-3014 [bib]: Dat Quoc Nguyen; Mark Dras; Mark Johnson
A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing

K17-3015 [bib]: Xian Qian; Yang Liu
A non-DNN Feature Engineering Approach to Dependency Parsing – FBAML at CoNLL 2017 Shared Task

K17-3016 [bib]: David Vilares; Carlos Gómez-Rodríguez
A non-projective greedy dependency parser with bidirectional LSTMs

K17-3017 [bib]: Lauriane Aufrant; Guillaume Wisniewski; François Yvon
LIMSI$@$CoNLL'17: UD Shared Task

K17-3018 [bib]: Stefan Daniel Dumitrescu; Tiberiu Boroş; Dan Tufiş
RACAI's Natural Language Processing pipeline for Universal Dependencies

K17-3019 [bib]: Ayan Das; Affan Zaffar; Sudeshna Sarkar
Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks

K17-3020 [bib]: Hao Wang; Hai Zhao; Zhisong Zhang
A Transition-based System for Universal Dependency Parsing

K17-3021 [bib]: Ryan Hornby; Clark Taylor; Jungyeul Park
Corpus Selection Approaches for Multilingual Parsing from Raw Text to Universal Dependencies

K17-3022 [bib]: Miryam de Lhoneux; Yan Shao; Ali Basirat; Eliyahu Kiperwasser; Sara Stymne; Yoav Goldberg; Joakim Nivre
From Raw Text to Universal Dependencies - Look, No Tags!

K17-3023 [bib]: Burak Kerim Akkuş; Heval Azizoglu; Ruket Cakici
Initial Explorations of CCG Supertagging for Universal Dependency Parsing

K17-3024 [bib]: Christophe Moor; Paola Merlo; James Henderson; Haozhou Wang
CLCL (Geneva) DINN Parser: a Neural Network Dependency Parser Ten Years Later

K17-3025 [bib]: Tao Ji; Yuanbin Wu; Man Lan
A Fast and Lightweight System for Multilingual Dependency Parsing

K17-3026 [bib]: Eric De La Clergerie; Benoît Sagot; Djamé Seddah
The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a #ParsingTragedy

K17-3027 [bib]: Amir More; Reut Tsarfaty
Universal Joint Morph-Syntactic Processing: The Open University of Israel's Submission to The CoNLL 2017 Shared Task

K17-3028 [bib]: Hiroshi Kanayama; Masayasu Muraoka; Katsumasa Yoshikawa
A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared Task

K17-3029 [bib]: Marcos Garcia; Pablo Gamallo
A rule-based system for cross-lingual parsing of Romance languages with Universal Dependencies