📰 CoNLL 2015: all accepted papers

53 papers · the most cited first · ← CoNLL 2015

1. Multichannel Variable-Size Convolution for Sentence Classification ↗Wenpeng Yin, Hinrich Schütze162 citations
2. Finding Opinion Manipulation Trolls in News Community Forums ↗Todor Mihaylov, Georgi Georgiev, Preslav Nakov133 citations
3. The CoNLL-2015 Shared Task on Shallow Discourse ParsingNianwen Xue, Hwee Tou Ng, Sameer Pradhan et al.128 citations · our summary
4. Symmetric Pattern Based Word Embeddings for Improved Word Similarity Prediction ↗Roy Schwartz, Roi Reichart, Ari Rappoport108 citations
5. Cross-lingual syntactic variation over age and gender ↗Anders Johannsen, Dirk Hovy, Anders Søgaard84 citations
6. A Synchronous Hyperedge Replacement Grammar based approach for AMR parsing ↗Xiaochang Peng, Linfeng Song, Daniel Gildea83 citations
7. One Million Sense-Tagged Instances for Word Sense Disambiguation and Induction ↗Kaveh Taghipour, Hwee Tou Ng78 citations
8. Detecting Semantically Equivalent Questions in Online User Forums ↗Dasha Bogdanova, Cícero dos Santos, Luciano Barbosa et al.73 citations
9. A Joint Framework for Coreference Resolution and Mention Head DetectionHaoruo Peng, Kai-Wei Chang, Dan Roth48 citations · our summary
10. Task-Oriented Learning of Word Embeddings for Semantic Relation Classification ↗Kazuma Hashimoto, Pontus Stenetorp, Makoto Miwa et al.47 citations
11. Cross-lingual Transfer for Unsupervised Dependency Parsing Without Parallel Data ↗Long Duong, Trevor Cohn, Steven Bird et al.45 citations
12. Deep Neural Language Models for Machine Translation ↗Thang Luong, Michael Kayser, Christopher D. Manning45 citations
13. Reading behavior predicts syntactic categories ↗Maria Barrett, Anders Søgaard45 citations
14. Labeled Morphological Segmentation with Semi-Markov Models ↗Ryan Cotterell, Thomas Müller, Alexander Fraser et al.41 citations
15. AIDA2: A Hybrid Approach for Token and Sentence Level Dialect Identification in Arabic ↗Mohamed Al-Badrashiny, Heba Elfardy, Mona Diab34 citations
16. A Refined End-to-End Discourse ParserJianxiang Wang, Man Lan32 citations · our summary
17. An Iterative Similarity based Adaptation Technique for Cross-domain Text Classification ↗Himanshu Sharad Bhatt, Deepali Semwal, Shourya Roy22 citations
18. Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL ↗Yevgeni Berzak, Roi Reichart, Boris Katz19 citations
19. Instance Selection Improves Cross-Lingual Model Training for Fine-Grained Sentiment Analysis ↗Roman Klinger, Philipp Cimiano19 citations
20. Learning Adjective Meanings with a Tensor-Based Skip-Gram Model ↗Jean Maillard, Stephen Clark19 citations
21. Big Data Small Data, In Domain Out-of Domain, Known Word Unknown Word: The Impact of Word Representations on Sequence Labelling Tasks ↗Lizhen Qu, Gabriela Ferraro, Liyuan Zhou et al.18 citations
22. Incremental Recurrent Neural Network Dependency Parser with Search-based Discriminative Training ↗Majid Yazdani, James Henderson18 citations
23. Structural and lexical factors in adjective placement in complex noun phrases across Romance languages ↗Kristina Gulordava, Paola Merlo17 citations
24. Annotation Projection-based Representation Learning for Cross-lingual Dependency Parsing ↗Min Xiao, Yuhong Guo16 citations
25. Do dependency parsing metrics correlate with human judgments? ↗Barbara Plank, Héctor Martínez Alonso, Željko Agić et al.15 citations
26. The UniTN Discourse Parser in CoNLL 2015 Shared Task: Token-level Sequence Labeling with Argument-specific ModelsEvgeny Stepanov, Giuseppe Riccardi, Ali Orkan Bayer15 citations · our summary
27. Opinion Holder and Target Extraction based on the Induction of Verbal Categories ↗Michael Wiegand, Josef Ruppenhofer12 citations
28. Temporal Information Extraction from Korean Texts ↗Young-Seob Jeong, Zae Myung Kim, Hyun-Woo Do et al.12 citations
29. Learning to Exploit Structured Resources for Lexical Inference ↗Vered Shwartz, Omer Levy, Ido Dagan et al.11 citations
30. Recovering Traceability Links in Requirements Documents ↗Zeheng Li, Mingrui Chen, LiGuo Huang et al.11 citations
31. The DCU Discourse Parser for Connective, Argument Identification and Explicit Sense ClassificationLongyue Wang, Chris Hokamp, Tsuyoshi Okita et al.11 citations · our summary
32. The SoNLP-DP System in the CoNLL-2015 shared Task ↗Fang Kong, Sheng Li, Guodong Zhou11 citations
33. Making the Most of Crowdsourced Document Annotations: Confused Supervised LDA ↗Paul Felt, Eric Ringger, Jordan Boyd-Graber et al.9 citations
34. The CLaC Discourse Parser at CoNLL-2015 ↗Majid Laali, Elnaz Davoodi, Leila Kosseim9 citations
35. Analyzing Optimization for Statistical Machine Translation: MERT Learns Verbosity, PRO Learns Length ↗Francisco Guzmán, Preslav Nakov, Stephan Vogel8 citations
36. Feature Selection for Short Text Classification using Wavelet Packet Transform ↗Anuj Mahajan, Sharmistha Jat, Shourya Roy8 citations
37. Shallow Discourse Parsing Using Constituent Parsing TreeChangge Chen, Peilu Wang, Hai Zhao8 citations · our summary
38. Transition-based Spinal Parsing ↗Miguel Ballesteros, Xavier Carreras8 citations
39. A Minimalist Approach to Shallow Discourse Parsing and Implicit Relation Recognition ↗Christian Chiarcos, Niko Schenk6 citations
40. Improving a Pipeline Architecture for Shallow Discourse Parsing ↗Yangqiu Song, Haoruo Peng, Parisa Kordjamshidi et al.5 citations
41. JAIST: A two-phase machine learning approach for identifying discourse relations in newswire texts ↗Truong Son Nguyen, Bao Quoc Ho, Le Minh Nguyen5 citations
42. A Hybrid Discourse Relation Parser in CoNLL 2015 ↗Sobha Lalitha Devi, Sindhuja Gopalan, Lakshmi S. et al.4 citations
43. Accurate Cross-lingual Projection between Count-based Word Vectors by Exploiting Translatable Context Pairs ↗Shonosuke Ishiwatari, Nobuhiro Kaji, Naoki Yoshinaga et al.4 citations
44. Hybrid Approach to PDTB-styled Discourse Parsing for CoNLL-2015 ↗Yasuhisa Yoshida, Katsuhiko Hayashi, Tsutomu Hirao et al.4 citations
45. Linking Entities Across Images and Text ↗Rebecka Weegar, Kalle Åström, Pierre Nugues4 citations
46. A Coactive Learning View of Online Structured Prediction in Statistical Machine Translation ↗Artem Sokolov, Stefan Riezler, Shay B. Cohen3 citations
47. A Supertag-Context Model for Weakly-Supervised CCG Parser Learning ↗Dan Garrette, Chris Dyer, Jason Baldridge et al.3 citations
48. Quantity, Contrast, and Convention in Cross-Situated Language Comprehension ↗Ian Perera, James Allen3 citations
49. The DCU Discourse Parser: A Sense Classification Task ↗Tsuyoshi Okita, Longyue Wang, Qun Liu3 citations
50. Entity Linking Korean Text: An Unsupervised Learning Approach using Semantic Relations ↗Youngsik Kim, Key-Sun Choi2 citations
51. A Shallow Discourse Parsing System Based On Maximum Entropy Model ↗Jia Sun, Peijia Li, Weiqun Xu et al.1 citation
52. Model Selection for Type-Supervised Learning with Application to POS Tagging ↗Kristina Toutanova, Waleed Ammar, Pallavi Choudhury et al.1 citation
53. Shallow Discourse Parsing with Syntactic and (a Few) Semantic Features ↗Shubham Mukherjee, Abhishek Tiwari, Mohit Gupta et al.1 citation

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