📰 CoNLL 2018: all accepted papers

98 papers · the most cited first · ← CoNLL 2018

1. Universal Dependency Parsing from Scratch ↗Peng Qi, Timothy Dozat, Yuhao Zhang et al.259 citations
2. Simple Unsupervised Keyphrase Extraction using Sentence Embeddings ↗Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann et al.235 citations
3. End-to-End Neural Entity Linking ↗Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann228 citations
4. Towards Better UD Parsing: Deep Contextualized Word Embeddings, Ensemble, and Treebank Concatenation ↗Wanxiang Che, Yijia Liu, Yuxuan Wang et al.116 citations
5. UDPipe 2.0 Prototype at CoNLL 2018 UD Shared TaskMilan Straka115 citations · our summary
6. Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis ↗Lishuang Li, Yang Liu, AnQiao Zhou94 citations
7. Sequence Classification with Human Attention ↗Maria Barrett, Joachim Bingel, Nora Hollenstein et al.94 citations
8. Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge ↗Pasquale Minervini, Sebastian Riedel85 citations
9. Multi-Modal Sequence Fusion via Recursive Attention for Emotion Recognition ↗Rory Beard, Ritwik Das, Raymond W. M. Ng et al.73 citations
10. The CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection ↗Ryan Cotterell, Christo Kirov, John Sylak-Glassman et al.70 citations
11. CoNLL 2018 Shared Task: Multilingual Parsing from Raw Text to Universal DependenciesDaniel Zeman, Jan Hajič, Martin Popel et al.61 citations · our summary
12. 82 Treebanks, 34 Models: Universal Dependency Parsing with Multi-Treebank Models ↗Aaron Smith, Bernd Bohnet, Miryam de Lhoneux et al.60 citations
13. Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models ↗Tong Niu, Mohit Bansal60 citations
14. Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! ↗Katharina Kann, Sascha Rothe, Katja Filippova50 citations
15. Turku Neural Parser Pipeline: An End-to-End System for the CoNLL 2018 Shared Task ↗Jenna Kanerva, Filip Ginter, Niko Miekka et al.49 citations
16. Unsupervised Sentence Compression using Denoising Auto-Encoders ↗Thibault Févry, Jason Phang49 citations
17. Commonsense Knowledge Base Completion and Generation ↗Itsumi Saito, Kyosuke Nishida, Hisako Asano et al.48 citations
18. Sequence to Sequence Mixture Model for Diverse Machine Translation ↗Xuanli He, Gholamreza Haffari, Mohammad Norouzi45 citations
19. Active Learning for Interactive Neural Machine Translation of Data Streams ↗Álvaro Peris, Francisco Casacuberta44 citations
20. Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension ↗Matthias Blohm, Glorianna Jagfeld, Ekta Sood et al.42 citations
21. Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation ↗Mikel Artetxe, Gorka Labaka, Iñigo Lopez-Gazpio et al.42 citations
22. A Temporally Sensitive Submodularity Framework for Timeline Summarization ↗Sebastian Martschat, Katja Markert37 citations
23. IIT(BHU)–IIITH at CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection ↗Abhishek Sharma, Ganesh Katrapati, Dipti Misra Sharma36 citations
24. Bidirectional Generative Adversarial Networks for Neural Machine Translation ↗Zhirui Zhang, Shujie Liu, Mu Li et al.34 citations
25. An Improved Neural Network Model for Joint POS Tagging and Dependency Parsing ↗Dat Quoc Nguyen, Karin Verspoor32 citations
26. Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction ↗Yova Kementchedjhieva, Sebastian Ruder, Ryan Cotterell et al.32 citations
27. Learning to Actively Learn Neural Machine Translation ↗Ming Liu, Wray Buntine, Gholamreza Haffari30 citations
28. NLP-Cube: End-to-End Raw Text Processing With Neural Networks ↗Tiberiu Boros, Stefan Daniel Dumitrescu, Ruxandra Burtica30 citations
29. Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge ↗Debanjan Chaudhuri, Agustinus Kristiadi, Jens Lehmann et al.29 citations
30. Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction ↗Maha Elbayad, Laurent Besacier, Jakob Verbeek29 citations
31. Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks ↗Edward Collins, Nikolai Rozanov, Bingbing Zhang26 citations
32. AntNLP at CoNLL 2018 Shared Task: A Graph-Based Parser for Universal Dependency Parsing ↗Tao Ji, Yufang Liu, Yijun Wang et al.21 citations
33. Semi-Supervised Neural System for Tagging, Parsing and Lematization ↗Piotr Rybak, Alina Wróblewska21 citations
34. CUNI x-ling: Parsing Under-Resourced Languages in CoNLL 2018 UD Shared Task ↗Rudolf Rosa, David Mareček20 citations
35. Lessons Learned in Multilingual Grounded Language Learning ↗Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté et al.20 citations
36. Global Attention for Name Tagging ↗Boliang Zhang, Spencer Whitehead, Lifu Huang et al.19 citations
37. UZH at CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection ↗Peter Makarov, Simon Clematide19 citations
38. Joint Learning of POS and Dependencies for Multilingual Universal Dependency Parsing ↗Zuchao Li, Shexia He, Zhuosheng Zhang et al.18 citations
39. Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering ↗Deepak Gupta, Pabitra Lenka, Asif Ekbal et al.18 citations
40. Challenge or Empower: Revisiting Argumentation Quality in a News Editorial Corpus ↗Roxanne El Baff, Henning Wachsmuth, Khalid Al-Khatib et al.17 citations
41. SEx BiST: A Multi-Source Trainable Parser with Deep Contextualized Lexical Representations ↗KyungTae Lim, Cheoneum Park, Changki Lee et al.17 citations
42. Churn Intent Detection in Multilingual Chatbot Conversations and Social Media ↗Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos et al.16 citations
43. Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner ↗Yury Zemlyanskiy, Fei Sha15 citations
44. IBM Research at the CoNLL 2018 Shared Task on Multilingual Parsing ↗Hui Wan, Tahira Naseem, Young-Suk Lee et al.15 citations
45. A Unified Neural Network Model for Geolocating Twitter Users ↗Mohammad Ebrahimi, Elaheh ShafieiBavani, Raymond Wong et al.14 citations
46. The 2018 Shared Task on Extrinsic Parser Evaluation: On the Downstream Utility of English Universal Dependency ParsersMurhaf Fares, Stephan Oepen, Lilja Øvrelid et al.14 citations · our summary
47. Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge ↗Steven Derby, Paul Miller, Brian Murphy et al.14 citations
48. Weakly-Supervised Neural Semantic Parsing with a Generative Ranker ↗Jianpeng Cheng, Mirella Lapata14 citations
49. Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP) ↗Trevor Cohen, Dominic Widdows13 citations
50. Modeling Composite Labels for Neural Morphological Tagging ↗Alexander Tkachenko, Kairit Sirts13 citations
51. Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis ↗Yufei Chen, Sheng Huang, Fang Wang et al.12 citations
52. Chinese Poetry Generation with a Salient-Clue Mechanism ↗Xiaoyuan Yi, Ruoyu Li, Maosong Sun11 citations
53. Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games ↗Judy Hanwen Shen, Matthias Hofer, Bjarke Felbo et al.11 citations
54. Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems ↗Van-Khanh Tran, Le-Minh Nguyen11 citations
55. Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit ↗Amrith Krishna, Bodhisattwa P. Majumder, Rajesh Bhat et al.11 citations
56. Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity ↗Paola Merlo, Francesco Ackermann11 citations
57. Aggregated Semantic Matching for Short Text Entity Linking ↗Feng Nie, Shuyan Zhou, Jing Liu et al.9 citations
58. Copenhagen at CoNLL–SIGMORPHON 2018: Multilingual Inflection in Context with Explicit Morphosyntactic Decoding ↗Yova Kementchedjhieva, Johannes Bjerva, Isabelle Augenstein9 citations
59. BME-HAS System for CoNLL–SIGMORPHON 2018 Shared Task: Universal Morphological Reinflection ↗Judit Ács7 citations
60. Learning to Embed Semantic Correspondence for Natural Language Understanding ↗Sangkeun Jung, Jinsik Lee, Jiwon Kim7 citations
61. Universal Dependency Parsing with a General Transition-Based DAG Parser ↗Daniel Hershcovich, Omri Abend, Ari Rappoport7 citations
62. AX Semantics' Submission to the CoNLL–SIGMORPHON 2018 Shared Task ↗Andreas Madsack, Alessia Cavallo, Johanna Heininger et al.6 citations
63. Combining Neural and Non-Neural Methods for Low-Resource Morphological Reinflection ↗Saeed Najafi, Bradley Hauer, Rashed Rubby Riyadh et al.6 citations
64. ELMoLex: Connecting ELMo and Lexicon Features for Dependency Parsing ↗Ganesh Jawahar, Benjamin Muller, Amal Fethi et al.6 citations
65. From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information ↗Hengru Xu, Shen Li, Renfen Hu et al.6 citations
66. Multilingual Universal Dependency Parsing from Raw Text with Low-Resource Language Enhancement ↗Yingting Wu, Hai Zhao, Jia-Jun Tong6 citations
67. The Lifted Matrix-Space Model for Semantic Composition ↗WooJin Chung, Sheng-Fu Wang, Samuel R. Bowman6 citations
68. Towards JointUD: Part-of-speech Tagging and Lemmatization using Recurrent Neural NetworksGor Arakelyan, Karen Hambardzumyan, Hrant Khachatrian6 citations · our summary
69. What can we gain from language models for morphological inflection? ↗Alexey Sorokin6 citations
70. A Morphology-Based Representation Model for LSTM-Based Dependency Parsing of Agglutinative Languages ↗Şaziye Betül Özateş, Arzucan Özgür, Tunga Güngör et al.5 citations
71. DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding ↗Min Li, Marina Danilevsky, Sara Noeman et al.5 citations
72. Embedded-State Latent Conditional Random Fields for Sequence Labeling ↗Dung Thai, Sree Harsha Ramesh, Shikhar Murty et al.5 citations
73. Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation ↗Ander Barrena, Aitor Soroa, Eneko Agirre5 citations
74. Linguistically-Based Deep Unstructured Question Answering ↗Ahmad Aghaebrahimian5 citations
75. Morphological Reinflection in Context: CU Boulder's Submission to CoNLL–SIGMORPHON 2018 Shared Task ↗Ling Liu, Ilamvazhuthy Subbiah, Adam Wiemerslage et al.5 citations
76. Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data ↗Ábel Elekes, Adrian Englhardt, Martin Schäler et al.5 citations
77. Universal Morpho-Syntactic Parsing and the Contribution of Lexica: Analyzing the ONLP Lab Submission to the CoNLL 2018 Shared TaskAmit Seker, Amir More, Reut Tsarfaty5 citations · our summary
78. A Trio Neural Model for Dynamic Entity Relatedness Ranking ↗Tu Ngoc Nguyen, Tuan Tran, Wolfgang Nejdl4 citations
79. Finding the way from ä to a: Sub-character morphological inflection for the SIGMORPHON 2018 shared task ↗Fynn Schröder, Marcel Kamlot, Gregor Billing et al.4 citations
80. IPS-WASEDA system at CoNLL–SIGMORPHON 2018 Shared Task on morphological inflection ↗Rashel Fam, Yves Lepage4 citations
81. Continuous Word Embedding Fusion via Spectral Decomposition ↗Tianfan Fu, Cheng Zhang, Stephan Mandt3 citations
82. Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces ↗Thomas Ager, Ondřej Kuželka, Steven Schockaert3 citations
83. Predefined Sparseness in Recurrent Sequence Models ↗Thomas Demeester, Johannes Deleu, Fréderic Godin et al.3 citations
84. Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists ↗Taraka Rama3 citations
85. A Simple yet Effective Joint Training Method for Cross-Lingual Universal Dependency Parsing ↗Danlu Chen, Mengxiao Lin, Zhifeng Hu et al.2 citations
86. Attention-free encoder decoder for morphological processing ↗Stefan Daniel Dumitrescu, Tiberiu Boros2 citations
87. Experiments on Morphological Reinflection: CoNLL-2018 Shared Task ↗Rishabh Jain, Anil Kumar Singh2 citations
88. Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text? ↗Eylon Shoshan, Kira Radinsky2 citations
89. SParse: Koç University Graph-Based Parsing System for the CoNLL 2018 Shared Task ↗Berkay Önder, Can Gümeli, Deniz Yuret2 citations
90. Tree-Stack LSTM in Transition Based Dependency Parsing ↗Ömer Kırnap, Erenay Dayanık, Deniz Yuret2 citations
91. CEA LIST: Processing Low-Resource Languages for CoNLL 2018 ↗Elie Duthoo, Olivier Mesnard1 citation
92. From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading ↗Stéphan Tulkens, Dominiek Sandra, Walter Daelemans1 citation
93. Corpus-Driven Thematic Hierarchy Induction ↗Ilia Kuznetsov, Iryna Gurevych
94. KU-CST at CoNLL–SIGMORPHON 2018 Shared Task: a Tridirectional Model ↗Manex Agirrezabal
95. Model Transfer with Explicit Knowledge of the Relation between Class Definitions ↗Hiyori Yoshikawa, Tomoya Iwakura
96. The NYU System for the CoNLL–SIGMORPHON 2018 Shared Task on Universal Morphological Reinflection ↗Katharina Kann, Stanislas Lauly, Kyunghyun Cho
97. The SLT-Interactions Parsing System at the CoNLL 2018 Shared Task ↗Riyaz A. Bhat, Irshad Bhat, Srinivas Bangalore
98. Tübingen-Oslo system at SIGMORPHON shared task on morphological inflection. A multi-tasking multilingual sequence to sequence model. ↗Taraka Rama, Çağrı Çöltekin

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