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- Classifying Relations via Long Short Term Memory Networks along Shortest Dependency Paths — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- CoMAGD: Annotation of Gene-Depression Relations — 2015 · Proceedings of BioNLP 15
- Combining Word Embeddings and Feature Embeddings for Fine-grained Relation Extraction — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Contrastive Analysis with Predictive Power: Typology Driven Estimation of Grammatical Error Distributions in ESL — 2015 · Proceedings of the Nineteenth Conference on Computational Natural Language Learning
- Cross-Lingual Dependency Parsing with Universal Dependencies and Predicted PoS Labels — 2015 · Proceedings of the Third International Conference on Dependency Linguistics (Depling 2015)
- Cross-lingual Dependency Parsing Based on Distributed Representations — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Data-driven sentence generation with non-isomorphic trees — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Design of a Learner Corpus for Listening and Speaking Performance — 2015 · Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation
- Discriminative Neural Sentence Modeling by Tree-Based Convolution — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Effects of Graph Generation for Unsupervised Non-Contextual Single Document Keyword Extraction — 2015 · Actes de la 22e conférence sur le Traitement Automatique des Langues Naturelles. Articles courts
- Efficient Disfluency Detection with Transition-based Parsing — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Efficient Inner-to-outer Greedy Algorithm for Higher-order Labeled Dependency Parsing — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Embarrassed or Awkward? Ranking Emotion Synonyms for ESL Learners' Appropriate Wording — 2015 · Proceedings of the Tenth Workshop on Innovative Use of NLP for Building Educational Applications
- Encoding World Knowledge in the Evaluation of Local Coherence — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Event Detection and Factuality Assessment with Non-Expert Supervision — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Extended Topic Model for Word Dependency — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
- Extending NegEx with Kernel Methods for Negation Detection in Clinical Text — 2015 · Proceedings of the Second Workshop on Extra-Propositional Aspects of Meaning in Computational Semantics (ExProM 2015)
- Extracting Disease-Symptom Relationships by Learning Syntactic Patterns from Dependency Graphs — 2015 · Proceedings of BioNLP 15
- Extracting Information about Medication Use from Veterinary Discussions — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Feature-Rich Two-Stage Logistic Regression for Monolingual Alignment — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- From Adjective Glosses to Attribute Concepts: Learning Different Aspects That an Adjective Can Describe — 2015 · Proceedings of the 11th International Conference on Computational Semantics
- Grounded Semantic Parsing for Complex Knowledge Extraction — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Higher-order Lexical Semantic Models for Non-factoid Answer Reranking — 2015 · Transactions of the Association for Computational Linguistics
- I do not disagree: leveraging monolingual alignment to detect disagreement in dialogue — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 2: Short Papers)
- Identifying Various Kinds of Event Mentions in K-Parser Output — 2015 · Proceedings of the 3rd Workshop on EVENTS: Definition, Detection, Coreference, and Representation
- Improved Transition-Based Parsing and Tagging with Neural Networks — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Improving a Pipeline Architecture for Shallow Discourse Parsing — 2015 · Proceedings of the Nineteenth Conference on Computational Natural Language Learning - Shared Task
- JoBimViz: A Web-based Visualization for Graph-based Distributional Semantic Models — 2015 · Proceedings of ACL-IJCNLP 2015 System Demonstrations
- LT3: Sentiment Analysis of Figurative Tweets: piece of cake \#NotReally — 2015 · Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
- Learning to predict script events from domain-specific text — 2015 · Proceedings of the Fourth Joint Conference on Lexical and Computational Semantics
- MT Tuning on RED: A Dependency-Based Evaluation Metric — 2015 · Proceedings of the Tenth Workshop on Statistical Machine Translation
- Machine Translation Evaluation using Recurrent Neural Networks — 2015 · Proceedings of the Tenth Workshop on Statistical Machine Translation
- MetaNet: Deep semantic automatic metaphor analysis — 2015 · Proceedings of the Third Workshop on Metaphor in NLP
- Morphological Modeling for Machine Translation of English-Iraqi Arabic Spoken Dialogs — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Multilingual discriminative lexicalized phrase structure parsing — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Non-Deterministic Oracles for Unrestricted Non-Projective Transition-Based Dependency Parsing — 2015 · Proceedings of the 14th International Conference on Parsing Technologies
- Parser Adaptation to the Biomedical Domain without Re-Training — 2015 · Proceedings of the Sixth International Workshop on Health Text Mining and Information Analysis
- Parsing Algebraic Word Problems into Equations — 2015
- Parsing Paraphrases with Joint Inference — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Parsing as Reduction — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Predicting the Structure of Cooking Recipes — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- ReVal: A Simple and Effective Machine Translation Evaluation Metric Based on Recurrent Neural Networks — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- Recognizing Textual Entailment using Dependency Analysis and Machine Learning — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Student Research Workshop
- Reconciling Heterogeneous Descriptions of Language Resources — 2015 · Proceedings of the 4th Workshop on Linked Data in Linguistics: Resources and Applications
- Recovering Traceability Links in Requirements Documents — 2015 · Proceedings of the Nineteenth Conference on Computational Natural Language Learning
- Removing the Training Wheels: A Coreference Dataset that Entertains Humans and Challenges Computers — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Script Induction as Language Modeling — 2015 · Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing
- SeNTU: Sentiment Analysis of Tweets by Combining a Rule-based Classifier with Supervised Learning — 2015 · Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
- SemEval 2015 Task 18: Broad-Coverage Semantic Dependency Parsing — 2015 · Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
- Structured Training for Neural Network Transition-Based Parsing — 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Supervised Word-Level Metaphor Detection: Experiments with Concreteness and Reweighting of Examples — 2015 · Proceedings of the Third Workshop on Metaphor in NLP
- Testing and Comparing Computational Approaches for Identifying the Language of Framing in Political News — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- The Dependency Status of Function Words: Auxiliaries — 2015 · Proceedings of the Third International Conference on Dependency Linguistics (Depling 2015)
- Toward Tweets Normalization Using Maximum Entropy — 2015 · Proceedings of the Workshop on Noisy User-generated Text
- Towards a multi-layered dependency annotation of Finnish — 2015 · Proceedings of the Third International Conference on Dependency Linguistics (Depling 2015)
- Transition-Based Dependency Parsing with Stack Long Short-Term Memory — our card · 2015 · Proceedings of the 53rd Annual Meeting of the Association for Computational Linguistics and the 7th International Joint Conference on Natural Language Processing (Volume 1: Long Papers)
- Translating Negation: Induction, Search And Model Errors — 2015 · Proceedings of the Ninth Workshop on Syntax, Semantics and Structure in Statistical Translation
- Two Practical Rhetorical Structure Theory Parsers — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Demonstrations
- UPF-Cobalt Submission to WMT15 Metrics Task — 2015 · Proceedings of the Tenth Workshop on Statistical Machine Translation
- UTD: Ensemble-Based Spatial Relation Extraction — 2015 · Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
- Unsupervised Induction of Semantic Roles within a Reconstruction-Error Minimization Framework — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Unsupervised Topic-Specific Domain Dependency Graphs for Aspect Identification in Sentiment Analysis — 2015 · Proceedings of the Student Research Workshop
- VERTa: a Linguistically-motivated Metric at the WMT15 Metrics Task — 2015 · Proceedings of the Tenth Workshop on Statistical Machine Translation
- Well-Formed Dependency to String translation with BTG Grammar — 2015 · Proceedings of the 29th Pacific Asia Conference on Language, Information and Computation
- A Discriminative Graph-Based Parser for the Abstract Meaning Representation — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- A Domain-Restricted, Rule Based, English-Hindi Machine Translation System Based on Dependency Parsing — 2014 · Proceedings of the 11th International Conference on Natural Language Processing
- A Fast and Accurate Dependency Parser using Neural Networks — our card · 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- A Gold Standard Dependency Corpus for English — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- A Linear-Time Bottom-Up Discourse Parser with Constraints and Post-Editing — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- A Neural Network for Factoid Question Answering over Paragraphs — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- A Novel Two-stage Framework for Extracting Opinionated Sentences from News Articles — 2014 · Proceedings of TextGraphs-9: the workshop on Graph-based Methods for Natural Language Processing
- A Persian Treebank with Stanford Typed Dependencies — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- A Polynomial-Time Dynamic Oracle for Non-Projective Dependency Parsing — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- A Step-wise Usage-based Method for Inducing Polysemy-aware Verb Classes — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- A Tabular Method for Dynamic Oracles in Transition-Based Parsing — 2014
- A Template-based Abstractive Meeting Summarization: Leveraging Summary and Source Text Relationships — 2014 · Proceedings of the 8th International Natural Language Generation Conference (INLG)
- A Tool for a High-Carat Gold-Standard Word Alignment — 2014 · Proceedings of the 8th Workshop on Language Technology for Cultural Heritage, Social Sciences, and Humanities (LaTeCH)
- Adventures in Multilingual Parsing — 2014 · Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation (HyTra)
- An Empirical Comparison of Parsing Methods for Stanford Dependencies — our card · 2014 · arXiv:1404.4314
- An Example-Based Approach to Difficult Pronoun Resolution — 2014 · Proceedings of the 28th Pacific Asia Conference on Language, Information and Computing
- An LR-inspired generalized lexicalized phrase structure parser — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- An Unsupervised Model for Instance Level Subcategorization Acquisition — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Annotating by Proving using SemAnTE — 2014 · Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics
- Automated Verb Sense Labelling Based on Linked Lexical Resources — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics
- Automatic prediction of aspectual class of verbs in context — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Back to Basics for Monolingual Alignment: Exploiting Word Similarity and Contextual Evidence — 2014 · Transactions of the Association for Computational Linguistics
- Building a State-of-the-Art Grammatical Error Correction System — 2014
- CoNLL 2014 Shared Task: Grammatical Error Correction with a Syntactic N-gram Language Model from a Big Corpora — 2014 · Proceedings of the Eighteenth Conference on Computational Natural Language Learning: Shared Task
- Cognitive Compositional Semantics using Continuation Dependencies — 2014 · Proceedings of the Third Joint Conference on Lexical and Computational Semantics (*SEM 2014)
- Combining Supervised and Unsupervised Parsing for Distributional Similarity — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- Constructing Coherent Event Hierarchies from News Stories — 2014 · Proceedings of TextGraphs-9: the workshop on Graph-based Methods for Natural Language Processing
- Context-based Natural Language Processing for GIS-based Vague Region Visualization — 2014 · Proceedings of the ACL 2014 Workshop on Language Technologies and Computational Social Science
- Context-dependent Semantic Parsing for Time Expressions — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Converting Phrase Structures to Dependency Structures in Sanskrit — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- Coreference Resolution for Structured Drug Product Labels — 2014 · Proceedings of BioNLP 2014
- Correcting Preposition Errors in Learner English Using Error Case Frames and Feedback Messages — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Data Driven Grammatical Error Detection in Transcripts of Children's Speech — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Deep Syntax Annotation of the Sequoia French Treebank — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- Dependency Tree Abstraction for Long-Distance Reordering in Statistical Machine Translation — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics