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54th ACL 2016: Berlin, Germany
- Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, ACL 2016, August 7-12, 2016, Berlin, Germany, Volume 2: Short Papers. The Association for Computer Linguistics 2016, ISBN 978-1-945626-01-2
- Daniël de Kok, Erhard W. Hinrichs:
Transition-based dependency parsing with topological fields. - Young-Bum Kim, Karl Stratos, Ruhi Sarikaya:
Scalable Semi-Supervised Query Classification Using Matrix Sketching. - Adrian Benton, Raman Arora
, Mark Dredze:
Learning Multiview Embeddings of Twitter Users. - Huan-Yuan Chen, Hsin-Hsi Chen:
Implicit Polarity and Implicit Aspect Recognition in Opinion Mining. - Stéphane Clinchant, Gabriela Csurka, Boris Chidlovskii:
A Domain Adaptation Regularization for Denoising Autoencoders. - James Cross, Liang Huang:
Incremental Parsing with Minimal Features Using Bi-Directional LSTM. - Praveen Dakwale, Christof Monz:
Improving Statistical Machine Translation Performance by Oracle-BLEU Model Re-estimation. - Ondrej Dusek, Filip Jurcícek:
Sequence-to-Sequence Generation for Spoken Dialogue via Deep Syntax Trees and Strings. - Steffen Eger, Alexander Mehler:
On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models. - Micha Elsner, Stephanie Antetomaso, Naomi Feldman
Joint Word Segmentation and Phonetic Category Induction. - Xiaocheng Feng, Lifu Huang, Duyu Tang, Heng Ji, Bing Qin, Ting Liu:
A Language-Independent Neural Network for Event Detection. - Jessica Ficler, Yoav Goldberg:
Improved Parsing for Argument-Clusters Coordination. - Marina Fomicheva, Lucia Specia:
Reference Bias in Monolingual Machine Translation Evaluation. - Beat Gfeller, Vlad Schogol, Keith B. Hall
Cross-lingual projection for class-based language models. - Yanhui Gu
A Fast Approach for Semantic Similar Short Texts Retrieval. - Katsuhiko Hayashi, Masaaki Nagata:
Empty element recovery by spinal parser operations. - Beata Beigman Klebanov, Chee Wee Leong, E. Dario Gutiérrez, Ekaterina Shutova, Michael Flor
Semantic classifications for detection of verb metaphors. - Zornitsa Kozareva, Qi Li, Ke Zhai, Weiwei Guo:
Recognizing Salient Entities in Shopping Queries. - Teng Long, Ryan Lowe, Jackie Chi Kit Cheung, Doina Precup:
Leveraging Lexical Resources for Learning Entity Embeddings in Multi-Relational Data. - Yi Luan, Yangfeng Ji, Hannaneh Hajishirzi, Boyang Li
Multiplicative Representations for Unsupervised Semantic Role Induction. - Haitao Mi, Zhiguo Wang, Abe Ittycheriah:
Vocabulary Manipulation for Neural Machine Translation. - Lili Mou, Rui Men, Ge Li, Yan Xu, Lu Zhang, Rui Yan, Zhi Jin:
Natural Language Inference by Tree-Based Convolution and Heuristic Matching. - Louis Onrust, Antal van den Bosch, Hugo Van hamme
Improving cross-domain n-gram language modelling with skipgrams. - Ellie Pavlick, Chris Callison-Burch:
Simple PPDB: A Paraphrase Database for Simplification. - Nanyun Peng, Mark Dredze:
Improving Named Entity Recognition for Chinese Social Media with Word Segmentation Representation Learning. - Carlos Ramisch
How Naked is the Naked Truth? A Multilingual Lexicon of Nominal Compound Compositionality. - Manny Rayner, Pierrette Bouillon, Sarah Ebling, Johanna Gerlach, Irene Strasly, Nikos Tsourakis:
An Open Web Platform for Rule-Based Speech-to-Sign Translation. - Philip Schulz, Wilker Aziz
Word Alignment without NULL Words. - Matti Varjokallio, Dietrich Klakow:
Unsupervised morph segmentation and statistical language models for vocabulary expansion. - Veronika Vincze, Gábor Gosztolya, László Tóth, Ildikó Hoffmann, Gréta Szatlóczki, Zoltán Bánréti, Magdolna Pákáski, János Kálmán:
Detecting Mild Cognitive Impairment by Exploiting Linguistic Information from Transcripts. - Ivan Vulic, Douwe Kiela, Stephen Clark, Marie-Francine Moens:
Multi-Modal Representations for Improved Bilingual Lexicon Learning. - Zhongyu Wei, Yang Liu, Yi Li:
Is This Post Persuasive? Ranking Argumentative Comments in Online Forum. - Wen-tau Yih, Matthew Richardson, Christopher Meek, Ming-Wei Chang, Jina Suh:
The Value of Semantic Parse Labeling for Knowledge Base Question Answering. - Peng Zhou, Wei Shi, Jun Tian, Zhenyu Qi, Bingchen Li, Hongwei Hao, Bo Xu:
Attention-Based Bidirectional Long Short-Term Memory Networks for Relation Classification. - Angeliki Lazaridou, Nghia The Pham, Marco Baroni
The red one!: On learning to refer to things based on discriminative properties. - Duy-Tin Vo, Yue Zhang:
Don't Count, Predict! An Automatic Approach to Learning Sentiment Lexicons for Short Text. - Jin Wang
Dimensional Sentiment Analysis Using a Regional CNN-LSTM Model. - Anders Søgaard, Yoav Goldberg:
Deep multi-task learning with low level tasks supervised at lower layers. - Suzushi Tomori, Takashi Ninomiya, Shinsuke Mori:
Domain Specific Named Entity Recognition Referring to the Real World by Deep Neural Networks. - Gavin Saldanha, Or Biran, Kathleen R. McKeown, Alfio Gliozzo
An Entity-Focused Approach to Generating Company Descriptions. - Omer Levy, Ido Dagan:
Annotating Relation Inference in Context via Question Answering. - Maximilian Köper, Sabine Schulte im Walde:
Automatic Semantic Classification of German Preposition Types: Comparing Hard and Soft Clustering Approaches across Features. - Dimitra Gkatzia
Natural Language Generation enhances human decision-making with uncertain information. - Bhuwan Dhingra, Zhong Zhou, Dylan J. Fitzpatrick, Michael Muehl, William W. Cohen:
Tweet2Vec: Character-Based Distributed Representations for Social Media. - Liangyou Li, Andy Way, Qun Liu:
Phrase-Level Combination of SMT and TM Using Constrained Word Lattice. - Santanu Pal, Sudip Kumar Naskar, Mihaela Vela, Josef van Genabith:
A Neural Network based Approach to Automatic Post-Editing. - Masoud Jalili Sabet, Matteo Negri, Marco Turchi, Eduard Barbu:
An Unsupervised Method for Automatic Translation Memory Cleaning. - Jan-Thorsten Peter, Weiyue Wang
Exponentially Decaying Bag-of-Words Input Features for Feed-Forward Neural Network in Statistical Machine Translation. - Felix Stahlberg, Eva Hasler, Aurelien Waite, Bill Byrne
Syntactically Guided Neural Machine Translation. - Iris Hendrickx, Els Lefever, Ilja Croijmans, Asifa Majid, Antal van den Bosch:
Very quaffable and great fun: Applying NLP to wine reviews. - Lucie Flekova
Exploring Stylistic Variation with Age and Income on Twitter. - Xianzhi Ruan, Steven R. Wilson
Finding Optimists and Pessimists on Twitter. - Stéphane Clinchant, Boris Chidlovskii, Gabriela Csurka:
Transductive Adaptation of Black Box Predictions. - Zornitsa Kozareva, Makoto Yamada
Which Tumblr Post Should I Read Next? - Joachim Bingel
Text Simplification as Tree Labeling. - Julian Brooke, Adam Hammond, Timothy Baldwin:
Bootstrapped Text-level Named Entity Recognition for Literature. - Dirk Hovy:
The Enemy in Your Own Camp: How Well Can We Detect Statistically-Generated Fake Reviews - An Adversarial Study. - Marta R. Costa-jussà, José A. R. Fonollosa:
Character-based Neural Machine Translation. - Ahmed Elgohary, Marine Carpuat:
Learning Monolingual Compositional Representations via Bilingual Supervision. - Reza Ghaeini, Xiaoli Z. Fern, Liang Huang, Prasad Tadepalli
Event Nugget Detection with Forward-Backward Recurrent Neural Networks. - Andrej Zukov Gregoric, Zhiyuan Luo, Bartal Veyhe:
IBC-C: A Dataset for Armed Conflict Analysis. - Weihua Hu, Jun'ichi Tsujii:
A Latent Concept Topic Model for Robust Topic Inference Using Word Embeddings. - Shaoshi Ling, Yangqiu Song, Dan Roth:
Word Embeddings with Limited Memory. - Michal Lukasik, P. K. Srijith
Hawkes Processes for Continuous Time Sequence Classification: an Application to Rumour Stance Classification in Twitter. - Todor Mihaylov, Preslav Nakov:
Hunting for Troll Comments in News Community Forums. - Masaaki Nishino, Jun Suzuki
Phrase Table Pruning via Submodular Function Maximization. - Barbara Plank, Anders Søgaard, Yoav Goldberg:
Multilingual Part-of-Speech Tagging with Bidirectional Long Short-Term Memory Models and Auxiliary Loss. - Alexandre Salle, Aline Villavicencio, Marco Idiart:
Matrix Factorization using Window Sampling and Negative Sampling for Improved Word Representations. - David Vilares
One model, two languages: training bilingual parsers with harmonized treebanks. - Kellie Webster, Joel Nothman
Using mention accessibility to improve coreference resolution. - Aubrie Woods:
Exploiting Linguistic Features for Sentence Completion. - Yang Xu, David Reitter:
Convergence of Syntactic Complexity in Conversation. - Yang Yu, Xiaojun Wan, Xinjie Zhou:
User Embedding for Scholarly Microblog Recommendation. - Kim Anh Nguyen, Sabine Schulte im Walde, Ngoc Thang Vu:
Integrating Distributional Lexical Contrast into Word Embeddings for Antonym-Synonym Distinction. - Francisco Guzmán, Lluís Màrquez, Preslav Nakov:
Machine Translation Evaluation Meets Community Question Answering. - Mrinmaya Sachan, Kumar Avinava Dubey, Eric P. Xing:
Science Question Answering using Instructional Materials. - Gabriel Stanovsky, Ido Dagan, Meni Adler:
Specifying and Annotating Reduced Argument Span Via QA-SRL. - Yimai Fang, Simone Teufel:
Improving Argument Overlap for Proposition-Based Summarisation. - Mrinmaya Sachan, Eric P. Xing:
Machine Comprehension using Rich Semantic Representations. - Takamasa Oshikiri, Kazuki Fukui, Hidetoshi Shimodaira:
Cross-Lingual Word Representations via Spectral Graph Embeddings. - Sara Rodríguez-Fernández, Luis Espinosa Anke, Roberto Carlini, Leo Wanner:
Semantics-Driven Recognition of Collocations Using Word Embeddings. - Abhishek Kumar, Jun Araki:
Incorporating Relational Knowledge into Word Representations using Subspace Regularization. - Sascha Rothe, Hinrich Schütze:
Word Embedding Calculus in Meaningful Ultradense Subspaces. - Ivan Vulic, Anna Korhonen:
Is "Universal Syntax" Universally Useful for Learning Distributed Word Representations? - Yonatan Bilu, Noam Slonim:
Claim Synthesis via Predicate Recycling. - Frances Yung, Kevin Duh, Taku Komura, Yuji Matsumoto:
Modelling the Interpretation of Discourse Connectives by Bayesian Pragmatics. - Kayhan N. Batmanghelich, Ardavan Saeedi, Karthik Narasimhan, Samuel Gershman:
Nonparametric Spherical Topic Modeling with Word Embeddings. - Fred Morstatter, Huan Liu:
A Novel Measure for Coherence in Statistical Topic Models. - Debanjan Ghosh, Aquila Khanam, Yubo Han, Smaranda Muresan:
Coarse-grained Argumentation Features for Scoring Persuasive Essays. - Katharina Kann, Hinrich Schütze:
Single-Model Encoder-Decoder with Explicit Morphological Representation for Reinflection. - Anders Johannsen, Zeljko Agic, Anders Søgaard:
Joint part-of-speech and dependency projection from multiple sources. - Jingjing Xu, Xu Sun:
Dependency-based Gated Recursive Neural Network for Chinese Word Segmentation. - Joël Legrand, Ronan Collobert:
Deep Neural Networks for Syntactic Parsing of Morphologically Rich Languages. - Maria Barrett, Joachim Bingel
Weakly Supervised Part-of-speech Tagging Using Eye-tracking Data. - Varvara Logacheva, Michal Lukasik, Lucia Specia:
Metrics for Evaluation of Word-level Machine Translation Quality Estimation. - Dirk Hovy
The Social Impact of Natural Language Processing. - Johann-Mattis List
Using Sequence Similarity Networks to Identify Partial Cognates in Multilingual Wordlists.
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