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22nd CoNLL 2018: Brussels, Belgium
- Anna Korhonen, Ivan Titov:

Proceedings of the 22nd Conference on Computational Natural Language Learning, CoNLL 2018, Brussels, Belgium, October 31 - November 1, 2018. Association for Computational Linguistics 2018, ISBN 978-1-948087-72-8 - Dung Thai, Sree Harsha Ramesh, Shikhar Murty, Luke Vilnis, Andrew McCallum:

Embedded-State Latent Conditional Random Fields for Sequence Labeling. 1-10 - Tianfan Fu, Cheng Zhang, Stephan Mandt

:
Continuous Word Embedding Fusion via Spectral Decomposition. 11-20 - Van-Khanh Tran

, Le-Minh Nguyen:
Dual Latent Variable Model for Low-Resource Natural Language Generation in Dialogue Systems. 21-30 - Tu Ngoc Nguyen, Tuan Tran, Wolfgang Nejdl

:
A Trio Neural Model for Dynamic Entity Relatedness Ranking. 31-41 - Mohammad Ebrahimi, Elaheh ShafieiBavani, Raymond E. Wong, Fang Chen:

A Unified Neural Network Model for Geolocating Twitter Users. 42-53 - Ilia Kuznetsov, Iryna Gurevych:

Corpus-Driven Thematic Hierarchy Induction. 54-64 - Pasquale Minervini, Sebastian Riedel:

Adversarially Regularising Neural NLI Models to Integrate Logical Background Knowledge. 65-74 - Stéphan Tulkens, Dominiek Sandra, Walter Daelemans

:
From Strings to Other Things: Linking the Neighborhood and Transposition Effects in Word Reading. 75-85 - Boliang Zhang, Spencer Whitehead, Lifu Huang, Heng Ji:

Global Attention for Name Tagging. 86-96 - Maha Elbayad, Laurent Besacier, Jakob Verbeek:

Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction. 97-107 - Matthias Blohm, Glorianna Jagfeld, Ekta Sood, Xiang Yu, Ngoc Thang Vu:

Comparing Attention-Based Convolutional and Recurrent Neural Networks: Success and Limitations in Machine Reading Comprehension. 108-118 - Deepak Gupta, Pabitra Lenka, Asif Ekbal, Pushpak Bhattacharyya:

Uncovering Code-Mixed Challenges: A Framework for Linguistically Driven Question Generation and Neural Based Question Answering. 119-130 - Sangkeun Jung, Jinsik Lee, Jiwon Kim:

Learning to Embed Semantic Correspondence for Natural Language Understanding. 131-140 - Itsumi Saito, Kyosuke Nishida, Hisako Asano, Junji Tomita:

Commonsense Knowledge Base Completion and Generation. 141-150 - Álvaro Peris, Francisco Casacuberta:

Active Learning for Interactive Neural Machine Translation of Data Streams. 151-160 - Christian Abbet, Meryem M'hamdi, Athanasios Giannakopoulos, Robert West, Andreea Hossmann

, Michael Baeriswyl, Claudiu Musat:
Churn Intent Detection in Multilingual Chatbot Conversations and Social Media. 161-170 - Ander Barrena, Aitor Soroa, Eneko Agirre:

Learning Text Representations for 500K Classification Tasks on Named Entity Disambiguation. 171-180 - Lishuang Li, Yang Liu, Anqiao Zhou:

Hierarchical Attention Based Position-Aware Network for Aspect-Level Sentiment Analysis. 181-189 - Zhirui Zhang, Shujie Liu, Mu Li, Ming Zhou, Enhong Chen:

Bidirectional Generative Adversarial Networks for Neural Machine Translation. 190-199 - Eylon Shoshan, Kira Radinsky:

Latent Entities Extraction: How to Extract Entities that Do Not Appear in the Text? 200-210 - Yova Kementchedjhieva, Sebastian Ruder, Ryan Cotterell, Anders Søgaard:

Generalizing Procrustes Analysis for Better Bilingual Dictionary Induction. 211-220 - Kamil Bennani-Smires, Claudiu Musat, Andreea Hossmann

, Michael Baeriswyl, Martin Jaggi:
Simple Unsupervised Keyphrase Extraction using Sentence Embeddings. 221-229 - Sebastian Martschat, Katja Markert:

A Temporally Sensitive Submodularity Framework for Timeline Summarization. 230-240 - Xiaoyuan Yi, Ruoyu Li, Maosong Sun:

Chinese Poetry Generation with a Salient-Clue Mechanism. 241-250 - Rory Beard, Ritwik Das, Raymond W. M. Ng, P. G. Keerthana Gopalakrishnan, Luka Eerens, Pawel Swietojanski, Ondrej Miksik:

Multi-Modal Sequence Fusion via Recursive Attention for Emotion Recognition. 251-259 - Steven Derby, Paul Miller, Brian Murphy, Barry Devereux:

Using Sparse Semantic Embeddings Learned from Multimodal Text and Image Data to Model Human Conceptual Knowledge. 260-270 - Taraka Rama:

Similarity Dependent Chinese Restaurant Process for Cognate Identification in Multilingual Wordlists. 271-281 - Mikel Artetxe, Gorka Labaka, Iñigo Lopez-Gazpio

, Eneko Agirre:
Uncovering Divergent Linguistic Information in Word Embeddings with Lessons for Intrinsic and Extrinsic Evaluation. 282-291 - Judy Hanwen Shen, Matthias Hofer, Bjarke Felbo, Roger Levy:

Comparing Models of Associative Meaning: An Empirical Investigation of Reference in Simple Language Games. 292-301 - Maria Barrett, Joachim Bingel, Nora Hollenstein, Marek Rei, Anders Søgaard:

Sequence Classification with Human Attention. 302-312 - Katharina Kann, Sascha Rothe, Katja Filippova:

Sentence-Level Fluency Evaluation: References Help, But Can Be Spared! 313-323 - Thomas Demeester, Johannes Deleu, Fréderic Godin, Chris Develder:

Predefined Sparseness in Recurrent Sequence Models. 324-333 - Ming Liu, Wray L. Buntine, Gholamreza Haffari:

Learning to Actively Learn Neural Machine Translation. 334-344 - Amrith Krishna, Bodhisattwa Prasad Majumder, Rajesh Shreedhar Bhat, Pawan Goyal:

Upcycle Your OCR: Reusing OCRs for Post-OCR Text Correction in Romanised Sanskrit. 345-355 - Jianpeng Cheng, Mirella Lapata:

Weakly-Supervised Neural Semantic Parsing with a Generative Ranker. 356-367 - Alexander Tkachenko, Kairit Sirts

:
Modeling Composite Labels for Neural Morphological Tagging. 368-379 - Edward Collins, Nikolai Rozanov, Bingbing Zhang:

Evolutionary Data Measures: Understanding the Difficulty of Text Classification Tasks. 380-391 - Paola Merlo, Francesco Ackermann:

Vectorial Semantic Spaces Do Not Encode Human Judgments of Intervention Similarity. 392-401 - Ákos Kádár, Desmond Elliott, Marc-Alexandre Côté, Grzegorz Chrupala, Afra Alishahi:

Lessons Learned in Multilingual Grounded Language Learning. 402-412 - Thibault Févry, Jason Phang:

Unsupervised Sentence Compression using Denoising Auto-Encoders. 413-422 - Ábel Elekes

, Adrian Englhardt, Martin Schäler, Klemens Böhm:
Resources to Examine the Quality of Word Embedding Models Trained on n-Gram Data. 423-432 - Ahmad Aghaebrahimian

:
Linguistically-Based Deep Unstructured Question Answering. 433-443 - Min Li, Marina Danilevsky, Sara Noeman, Yunyao Li:

DIMSIM: An Accurate Chinese Phonetic Similarity Algorithm Based on Learned High Dimensional Encoding. 444-453 - Roxanne El Baff

, Henning Wachsmuth
, Khalid Al Khatib
, Benno Stein:
Challenge or Empower: Revisiting Argumentation Quality in a News Editorial Corpus. 454-464 - Trevor Cohen, Dominic Widdows:

Bringing Order to Neural Word Embeddings with Embeddings Augmented by Random Permutations (EARP). 465-475 - Feng Nie, Shuyan Zhou, Jing Liu, Jinpeng Wang, Chin-Yew Lin, Rong Pan:

Aggregated Semantic Matching for Short Text Entity Linking. 476-485 - Tong Niu, Mohit Bansal:

Adversarial Over-Sensitivity and Over-Stability Strategies for Dialogue Models. 486-496 - Debanjan Chaudhuri, Agustinus Kristiadi, Jens Lehmann

, Asja Fischer:
Improving Response Selection in Multi-Turn Dialogue Systems by Incorporating Domain Knowledge. 497-507 - Woojin Chung, Sheng-Fu Wang, Samuel R. Bowman:

The Lifted Matrix-Space Model for Semantic Composition. 508-518 - Nikolaos Kolitsas, Octavian-Eugen Ganea, Thomas Hofmann:

End-to-End Neural Entity Linking. 519-529 - Thomas Ager, Ondrej Kuzelka

, Steven Schockaert:
Modelling Salient Features as Directions in Fine-Tuned Semantic Spaces. 530-540 - Hiyori Yoshikawa, Tomoya Iwakura:

Model Transfer with Explicit Knowledge of the Relation between Class Definitions. 541-550 - Yury Zemlyanskiy, Fei Sha:

Aiming to Know You Better Perhaps Makes Me a More Engaging Dialogue Partner. 551-561 - Yufei Chen, Sheng Huang, Fang Wang, Junjie Cao, Weiwei Sun, Xiaojun Wan:

Neural Maximum Subgraph Parsing for Cross-Domain Semantic Dependency Analysis. 562-572 - Hengru Xu, Shen Li, Renfen Hu, Si Li, Sheng Gao:

From Random to Supervised: A Novel Dropout Mechanism Integrated with Global Information. 573-582 - Xuanli He, Gholamreza Haffari, Mohammad Norouzi:

Sequence to Sequence Mixture Model for Diverse Machine Translation. 583-592

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