---
title: "CoNLL 2017 — all accepted papers with summaries and citations"
description: "All 86 papers of CoNLL 2017, the most cited first; those with our summary link to it. Among them: Tokenizing, POS Tagging, Lemmatizing and…"
canonical: "https://research.elamur.ai/free/en/venues/conll/2017/papers/"
---
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# CoNLL 2017: all accepted papers

86 papers · the most cited first · [← CoNLL 2017](https://md.research.elamur.ai/free/en/venues/conll/2017/)

1. **[Tokenizing, POS Tagging, Lemmatizing and Parsing UD 2.0 with UDPipe](https://md.research.elamur.ai/free/en/papers/straka-2017-tokenizing-pos-tagging-lemmatizing-parsing/)**Milan Straka, Jana Straková*567 citations · our summary*
2. **[Zero-Shot Relation Extraction via Reading Comprehension ↗](https://aclanthology.org/K17-1034/)**Omer Levy, Minjoon Seo, Eunsol Choi et al.*460 citations*
3. **[CoNLL 2017 Shared Task: Multilingual Parsing from Raw Text to Universal Dependencies](https://md.research.elamur.ai/free/en/papers/zeman-2017-conll-2017-shared-task-multilingual/)**Daniel Zeman, Martin Popel, Milan Straka et al.*367 citations · our summary*
4. **[Attention-based Recurrent Convolutional Neural Network for Automatic Essay Scoring](https://md.research.elamur.ai/free/en/papers/dong-2017-attention-based-recurrent-convolutional-neural/)**Fei Dong, Yue Zhang, Jie Yang*277 citations · our summary*
5. **[Graph-based Neural Multi-Document Summarization](https://md.research.elamur.ai/free/en/papers/yasunaga-2017-graph-based-neural-multi-document/)**Michihiro Yasunaga, Rui Zhang, Kshitijh Meelu et al.*262 citations · our summary*
6. **[Stanford's Graph-based Neural Dependency Parser at the CoNLL 2017 Shared Task](https://md.research.elamur.ai/free/en/papers/dozat-2017-stanford-s-graph-based-neural/)**Timothy Dozat, Peng Qi, Christopher D. Manning*220 citations · our summary*
7. **[CoNLL-SIGMORPHON 2017 Shared Task: Universal Morphological Reinflection in 52 Languages ↗](https://aclanthology.org/K17-2001/)**Ryan Cotterell, Christo Kirov, John Sylak-Glassman et al.*187 citations*
8. **[Making Neural QA as Simple as Possible but not Simpler ↗](https://aclanthology.org/K17-1028/)**Dirk Weissenborn, Georg Wiese, Laura Seiffe*164 citations*
9. **[Neural Structural Correspondence Learning for Domain Adaptation ↗](https://aclanthology.org/K17-1040/)**Yftah Ziser, Roi Reichart*120 citations*
10. **[Neural Domain Adaptation for Biomedical Question Answering ↗](https://aclanthology.org/K17-1029/)**Georg Wiese, Dirk Weissenborn, Mariana Neves*109 citations*
11. **[The Effect of Different Writing Tasks on Linguistic Style: A Case Study of the ROC Story Cloze Task ↗](https://aclanthology.org/K17-1004/)**Roy Schwartz, Maarten Sap, Ioannis Konstas et al.*108 citations*
12. **[A Supervised Approach to Extractive Summarisation of Scientific Papers ↗](https://aclanthology.org/K17-1021/)**Ed Collins, Isabelle Augenstein, Sebastian Riedel*106 citations*
13. **[Named Entity Disambiguation for Noisy Text ↗](https://aclanthology.org/K17-1008/)**Yotam Eshel, Noam Cohen, Kira Radinsky et al.*96 citations*
14. **[Data Augmentation for Morphological Reinflection](https://md.research.elamur.ai/free/en/papers/silfverberg-2017-data-augmentation-morphological-reinflection/)**Miikka Silfverberg, Adam Wiemerslage, Ling Liu et al.*73 citations · our summary*
15. **[Embedding Words and Senses Together via Joint Knowledge-Enhanced Training ↗](https://aclanthology.org/K17-1012/)**Massimiliano Mancini, Jose Camacho-Collados, Ignacio Iacobacci et al.*65 citations*
16. **[Training Data Augmentation for Low-Resource Morphological Inflection ↗](https://aclanthology.org/K17-2002/)**Toms Bergmanis, Katharina Kann, Hinrich Schütze et al.*57 citations*
17. **[Learning Stock Market Sentiment Lexicon and Sentiment-Oriented Word Vector from StockTwits ↗](https://aclanthology.org/K17-1031/)**Quanzhi Li, Sameena Shah*56 citations*
18. **[Align and Copy: UZH at SIGMORPHON 2017 Shared Task for Morphological Reinflection ↗](https://aclanthology.org/K17-2004/)**Peter Makarov, Tatiana Ruzsics, Simon Clematide*53 citations*
19. **[Cross-language Learning with Adversarial Neural Networks ↗](https://aclanthology.org/K17-1024/)**Shafiq Joty, Preslav Nakov, Lluís Màrquez et al.*43 citations*
20. **[Learning What is Essential in Questions ↗](https://aclanthology.org/K17-1010/)**Daniel Khashabi, Tushar Khot, Ashish Sabharwal et al.*43 citations*
21. **[From Raw Text to Universal Dependencies - Look, No Tags! ↗](https://aclanthology.org/K17-3022/)**Miryam de Lhoneux, Yan Shao, Ali Basirat et al.*37 citations*
22. **[Idea density for predicting Alzheimer's disease from transcribed speech ↗](https://aclanthology.org/K17-1033/)**Kairit Sirts, Olivier Piguet, Mark Johnson*37 citations*
23. **[Learning local and global contexts using a convolutional recurrent network model for relation classification in biomedical text ↗](https://aclanthology.org/K17-1032/)**Desh Raj, Sunil Sahu, Ashish Anand*37 citations*
24. **[Multilingual Semantic Parsing And Code-Switching ↗](https://aclanthology.org/K17-1038/)**Long Duong, Hadi Afshar, Dominique Estival et al.*37 citations*
25. **[Learning Word Representations with Regularization from Prior Knowledge ↗](https://aclanthology.org/K17-1016/)**Yan Song, Chia-Jung Lee, Fei Xia*36 citations*
26. **[Adversarial Training for Cross-Domain Universal Dependency Parsing ↗](https://aclanthology.org/K17-3007/)**Motoki Sato, Hitoshi Manabe, Hiroshi Noji et al.*32 citations*
27. **[Feature Selection as Causal Inference: Experiments with Text Classification ↗](https://aclanthology.org/K17-1018/)**Michael J. Paul*29 citations*
28. **[Robust Coreference Resolution and Entity Linking on Dialogues: Character Identification on TV Show Transcripts](https://md.research.elamur.ai/free/en/papers/chen-2017-robust-coreference-resolution-entity-linking/)**Henry Y. Chen, Ethan Zhou, Jinho D. Choi*27 citations · our summary*
29. **[Learning from Relatives: Unified Dialectal Arabic Segmentation ↗](https://aclanthology.org/K17-1043/)**Younes Samih, Mohamed Eldesouki, Mohammed Attia et al.*26 citations*
30. **[Combining Global Models for Parsing Universal Dependencies ↗](https://aclanthology.org/K17-3003/)**Tianze Shi, Felix G. Wu, Xilun Chen et al.*25 citations*
31. **[IMS at the CoNLL 2017 UD Shared Task: CRFs and Perceptrons Meet Neural Networks](https://md.research.elamur.ai/free/en/papers/bjorkelund-2017-ims-conll-2017-ud-shared/)**Anders Björkelund, Agnieszka Falenska, Xiang Yu et al.*25 citations · our summary*
32. **[An Automatic Approach for Document-level Topic Model Evaluation ↗](https://aclanthology.org/K17-1022/)**Shraey Bhatia, Jey Han Lau, Timothy Baldwin*24 citations*
33. **[Encoding of phonology in a recurrent neural model of grounded speech ↗](https://aclanthology.org/K17-1037/)**Afra Alishahi, Marie Barking, Grzegorz Chrupała*24 citations*
34. **[Exploring the Syntactic Abilities of RNNs with Multi-task Learning ↗](https://aclanthology.org/K17-1003/)**Émile Enguehard, Yoav Goldberg, Tal Linzen*24 citations*
35. **[A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling](https://md.research.elamur.ai/free/en/papers/marcheggiani-2017-simple-accurate-syntax-agnostic-neural/)**Diego Marcheggiani, Anton Frolov, Ivan Titov*23 citations · our summary*
36. **[The LMU System for the CoNLL-SIGMORPHON 2017 Shared Task on Universal Morphological Reinflection ↗](https://aclanthology.org/K17-2003/)**Katharina Kann, Hinrich Schütze*23 citations*
37. **[German in Flux: Detecting Metaphoric Change via Word Entropy ↗](https://aclanthology.org/K17-1036/)**Dominik Schlechtweg, Stefanie Eckmann, Enrico Santus et al.*22 citations*
38. **[Joint Prediction of Morphosyntactic Categories for Fine-Grained Arabic Part-of-Speech Tagging Exploiting Tag Dictionary Information](https://md.research.elamur.ai/free/en/papers/inoue-2017-joint-prediction-morphosyntactic-categories-fine/)**Go Inoue, Hiroyuki Shindo, Yuji Matsumoto*21 citations · our summary*
39. **[Morphological Inflection Generation with Multi-space Variational Encoder-Decoders ↗](https://aclanthology.org/K17-2005/)**Chunting Zhou, Graham Neubig*20 citations*
40. **[Natural Language Generation for Spoken Dialogue System using RNN Encoder-Decoder Networks ↗](https://aclanthology.org/K17-1044/)**Van-Khanh Tran, Le-Minh Nguyen*19 citations*
41. **[A Novel Neural Network Model for Joint POS Tagging and Graph-based Dependency Parsing ↗](https://aclanthology.org/K17-3014/)**Dat Quoc Nguyen, Mark Dras, Mark Johnson*18 citations*
42. **[Neural Sequence-to-sequence Learning of Internal Word Structure ↗](https://aclanthology.org/K17-1020/)**Tatyana Ruzsics, Tanja Samardžić*18 citations*
43. **[The HIT-SCIR System for End-to-End Parsing of Universal Dependencies ↗](https://aclanthology.org/K17-3005/)**Wanxiang Che, Jiang Guo, Yuxuan Wang et al.*18 citations*
44. **[A Joint Model for Semantic Sequences: Frames, Entities, Sentiments ↗](https://aclanthology.org/K17-1019/)**Haoruo Peng, Snigdha Chaturvedi, Dan Roth*17 citations*
45. **[If you can't beat them, join them: the University of Alberta system description ↗](https://aclanthology.org/K17-2008/)**Garrett Nicolai, Bradley Hauer, Mohammad Motallebi et al.*12 citations*
46. **[Automatic Selection of Context Configurations for Improved Class-Specific Word Representations ↗](https://aclanthology.org/K17-1013/)**Ivan Vulić, Roy Schwartz, Ari Rappoport et al.*11 citations*
47. **[The ParisNLP entry at the ConLL UD Shared Task 2017: A Tale of a \#ParsingTragedy ↗](https://aclanthology.org/K17-3026/)**Éric de La Clergerie, Benoît Sagot, Djamé Seddah*11 citations*
48. **[A System for Multilingual Dependency Parsing based on Bidirectional LSTM Feature Representations ↗](https://aclanthology.org/K17-3006/)**KyungTae Lim, Thierry Poibeau*10 citations*
49. **[An Artificial Language Evaluation of Distributional Semantic Models ↗](https://aclanthology.org/K17-1015/)**Fatemeh Torabi Asr, Michael Jones*10 citations*
50. **[RACAI's Natural Language Processing pipeline for Universal Dependencies ↗](https://aclanthology.org/K17-3018/)**Stefan Daniel Dumitrescu, Tiberiu Boros, Dan Tufis*10 citations*
51. **[A Transition-based System for Universal Dependency Parsing ↗](https://aclanthology.org/K17-3020/)**Hao Wang, Hai Zhao, Zhisong Zhang*9 citations*
52. **[A non-projective greedy dependency parser with bidirectional LSTMs](https://md.research.elamur.ai/free/en/papers/vilares-2017-non-projective-greedy-dependency-parser/)**David Vilares, Carlos Gómez-Rodríguez*8 citations · our summary*
53. **[Modeling Context Words as Regions: An Ordinal Regression Approach to Word Embedding ↗](https://aclanthology.org/K17-1014/)**Shoaib Jameel, Steven Schockaert*8 citations*
54. **[Tell Me Why: Using Question Answering as Distant Supervision for Answer Justification ↗](https://aclanthology.org/K17-1009/)**Rebecca Sharp, Mihai Surdeanu, Peter Jansen et al.*8 citations*
55. **[Leveraging Eventive Information for Better Metaphor Detection and Classification ↗](https://aclanthology.org/K17-1006/)**I-Hsuan Chen, Yunfei Long, Qin Lu et al.*7 citations*
56. **[A Probabilistic Generative Grammar for Semantic Parsing ↗](https://aclanthology.org/K17-1026/)**Abulhair Saparov, Vijay Saraswat, Tom Mitchell*6 citations*
57. **[A Semi-universal Pipelined Approach to the CoNLL 2017 UD Shared Task ↗](https://aclanthology.org/K17-3028/)**Hiroshi Kanayama, Masayasu Muraoka, Katsumasa Yoshikawa*6 citations*
58. **[LIMSI@CoNLL'17: UD Shared Task](https://md.research.elamur.ai/free/en/papers/aufrant-2017-limsi-conll-17-ud-shared/)**Lauriane Aufrant, Guillaume Wisniewski, François Yvon*6 citations · our summary*
59. **[UParse: the Edinburgh system for the CoNLL 2017 UD shared task ↗](https://aclanthology.org/K17-3010/)**Clara Vania, Xingxing Zhang, Adam Lopez*6 citations*
60. **[A non-DNN Feature Engineering Approach to Dependency Parsing – FBAML at CoNLL 2017 Shared Task ↗](https://aclanthology.org/K17-3015/)**Xian Qian, Yang Liu*5 citations*
61. **[A rule-based system for cross-lingual parsing of Romance languages with Universal Dependencies ↗](https://aclanthology.org/K17-3029/)**Marcos Garcia, Pablo Gamallo*5 citations*
62. **[Delexicalized transfer parsing for low-resource languages using transformed and combined treebanks ↗](https://aclanthology.org/K17-3019/)**Ayan Das, Affan Zaffar, Sudeshna Sarkar*5 citations*
63. **[Experiments on Morphological Reinflection: CoNLL-2017 Shared Task ↗](https://aclanthology.org/K17-2007/)**Akhilesh Sudhakar, Anil Kumar Singh*5 citations*
64. **[Character Sequence-to-Sequence Model with Global Attention for Universal Morphological Reinflection ↗](https://aclanthology.org/K17-2009/)**Qile Zhu, Yanjun Li, Xiaolin Li*4 citations*
65. **[Parsing with Context Embeddings ↗](https://aclanthology.org/K17-3008/)**Ömer Kırnap, Berkay Furkan Önder, Deniz Yuret*4 citations*
66. **[Seq2seq for Morphological Reinflection: When Deep Learning Fails ↗](https://aclanthology.org/K17-2011/)**Hajime Senuma, Akiko Aizawa*4 citations*
67. **[The parse is darc and full of errors: Universal dependency parsing with transition-based and graph-based algorithms](https://md.research.elamur.ai/free/en/papers/yu-2017-parse-is-darc-full-errors/)**Kuan Yu, Pavel Sofroniev, Erik Schill et al.*4 citations · our summary*
68. **[TurkuNLP: Delexicalized Pre-training of Word Embeddings for Dependency Parsing ↗](https://aclanthology.org/K17-3012/)**Jenna Kanerva, Juhani Luotolahti, Filip Ginter*4 citations*
69. **[A phoneme clustering algorithm based on the obligatory contour principle ↗](https://aclanthology.org/K17-1030/)**Mans Hulden*3 citations*
70. **[Corpus Selection Approaches for Multilingual Parsing from Raw Text to Universal Dependencies ↗](https://aclanthology.org/K17-3021/)**Ryan Hornby, Clark Taylor, Jungyeul Park*3 citations*
71. **[Knowledge Tracing in Sequential Learning of Inflected Vocabulary ↗](https://aclanthology.org/K17-1025/)**Adithya Renduchintala, Philipp Koehn, Jason Eisner*3 citations*
72. **[Learning Contextual Embeddings for Structural Semantic Similarity using Categorical Information ↗](https://aclanthology.org/K17-1027/)**Massimo Nicosia, Alessandro Moschitti*3 citations*
73. **[Multi-Model and Crosslingual Dependency Analysis ↗](https://aclanthology.org/K17-3011/)**Johannes Heinecke, Munshi Asadullah*3 citations*
74. **[Optimizing Differentiable Relaxations of Coreference Evaluation Metrics ↗](https://aclanthology.org/K17-1039/)**Phong Le, Ivan Titov*3 citations*
75. **[SU-RUG at the CoNLL-SIGMORPHON 2017 shared task: Morphological Inflection with Attentional Sequence-to-Sequence Models ↗](https://aclanthology.org/K17-2012/)**Robert Östling, Johannes Bjerva*3 citations*
76. **[The Covert Helps Parse the Overt ↗](https://aclanthology.org/K17-1035/)**Xun Zhang, Weiwei Sun, Xiaojun Wan*3 citations*
77. **[A Fast and Lightweight System for Multilingual Dependency Parsing ↗](https://aclanthology.org/K17-3025/)**Tao Ji, Yuanbin Wu, Man Lan*2 citations*
78. **[Parsing for Grammatical Relations via Graph Merging ↗](https://aclanthology.org/K17-1005/)**Weiwei Sun, Yantao Du, Xiaojun Wan*2 citations*
79. **[Should Neural Network Architecture Reflect Linguistic Structure? ↗](https://aclanthology.org/K17-1001/)**Chris Dyer*2 citations*
80. **[Collaborative Partitioning for Coreference Resolution ↗](https://aclanthology.org/K17-1007/)**Olga Uryupina, Alessandro Moschitti*1 citation*
81. **[Initial Explorations of CCG Supertagging for Universal Dependency Parsing](https://md.research.elamur.ai/free/en/papers/akkus-2017-initial-explorations-ccg-supertagging-universal/)**Burak Kerim Akkus, Heval Azizoglu, Ruket Cakici*1 citation · our summary*
82. **[CLCL (Geneva) DINN Parser: a Neural Network Dependency Parser Ten Years Later ↗](https://aclanthology.org/K17-3024/)**Christophe Moor, Paola Merlo, James Henderson et al.
83. **[ISI at the SIGMORPHON 2017 Shared Task on Morphological Reinflection ↗](https://aclanthology.org/K17-2006/)**Abhisek Chakrabarty, Utpal Garain
84. **[Rational Distortions of Learners' Linguistic Input ↗](https://aclanthology.org/K17-1002/)**Naomi Feldman
85. **[Top-Rank Enhanced Listwise Optimization for Statistical Machine Translation ↗](https://aclanthology.org/K17-1011/)**Huadong Chen, Shujian Huang, David Chiang et al.
86. **[Universal Joint Morph-Syntactic Processing: The Open University of Israel's Submission to The CoNLL 2017 Shared Task](https://md.research.elamur.ai/free/en/papers/more-2017-universal-joint-morph-syntactic-processing/)**Amir More, Reut Tsarfaty*our summary*
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