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- Transition-Based Syntactic Linearization — our card · 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- Turku: Semantic Dependency Parsing as a Sequence Classification — 2015 · Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015)
- Using External Resources and Joint Learning for Bigram Weighting in ILP-Based Multi-Document Summarization — 2015 · Proceedings of the 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies
- 2-Slave Dual Decomposition for Generalized Higher Order CRFs — 2014 · Transactions of the Association for Computational Linguistics
- A Credit Assignment Compiler for Joint Prediction — 2014 · arXiv:1406.1837
- A Dependency Parser for Tweets — our card · 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- 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 Shortest-path Method for Arc-factored Semantic Role Labeling — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- A Survey of Arabic Named Entity Recognition and Classification — 2014 · Computational Linguistics
- A convex relaxation for weakly supervised relation extraction — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Accelerated Estimation of Conditional Random Fields using a Pseudo-Likelihood-inspired Perceptron Variant — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers
- Accurate Word Segmentation and POS Tagging for Japanese Microblogs: Corpus Annotation and Joint Modeling with Lexical Normalization — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- An LR-inspired generalized lexicalized phrase structure parser — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- An open source part-of-speech tagger for Norwegian: Building on existing language resources — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- Automatic Corpus Expansion for Chinese Word Segmentation by Exploiting the Redundancy of Web Information — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- Character-Level Chinese Dependency Parsing — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Chinese Morphological Analysis with Character-level POS Tagging — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Constructing Information Networks Using One Single Model — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Creating Custom Taggers by Integrating Web Page Annotation and Machine Learning — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations
- 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
- Discriminative Lexical Semantic Segmentation with Gaps: Running the MWE Gamut — 2014
- Discriminative adaptation of continuous space translation models — 2014 · Proceedings of the 11th International Workshop on Spoken Language Translation: Papers
- Domain Adaptation for CRF-based Chinese Word Segmentation using Free Annotations — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Entity Linking on Microblogs with Spatial and Temporal Signals — 2014 · Transactions of the Association for Computational Linguistics
- Evaluating Lemmatization Models for Machine-Assisted Corpus-Dictionary Linkage — our card · 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- Extracting Lexically Divergent Paraphrases from Twitter — 2014 · Transactions of the Association for Computational Linguistics
- FLORS: Fast and Simple Domain Adaptation for Part-of-Speech Tagging — 2014 · Transactions of the Association for Computational Linguistics
- Fast High-Accuracy Part-of-Speech Tagging by Independent Classifiers — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- Feature-Frequency–Adaptive On-line Training for Fast and Accurate Natural Language Processing — 2014 · Computational Linguistics
- Findings of the 2014 Workshop on Statistical Machine Translation — 2014 · Proceedings of the Ninth Workshop on Statistical Machine Translation
- Greed is Good if Randomized: New Inference for Dependency Parsing — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Hierarchical MT Training using Max-Violation Perceptron — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- High Performance Word Sense Alignment by Joint Modeling of Sense Distance and Gloss Similarity — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- IXA pipeline: Efficient and Ready to Use Multilingual NLP tools — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- Importance weighting and unsupervised domain adaptation of POS taggers: a negative result — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Improved CCG Parsing with Semi-supervised Supertagging — 2014 · Transactions of the Association for Computational Linguistics
- Improved Sentence-Level Arabic Dialect Classification — 2014 · Proceedings of the First Workshop on Applying NLP Tools to Similar Languages, Varieties and Dialects
- Improving Dependency Parsers using Combinatory Categorial Grammar — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers
- Improving Multi-documents Summarization by Sentence Compression based on Expanded Constituent Parse Trees — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Improving Text Normalization via Unsupervised Model and Discriminative Reranking — 2014 · Proceedings of the ACL 2014 Student Research Workshop
- Incremental Joint Extraction of Entity Mentions and Relations — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- IxaMed: Applying Freeling and a Perceptron Sequential Tagger at the Shared Task on Analyzing Clinical Texts — 2014 · Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)
- Joint Incremental Disfluency Detection and Dependency Parsing — 2014 · Transactions of the Association for Computational Linguistics
- Large-scale Semantic Parsing without Question-Answer Pairs — 2014
- Latent Trees for Coreference Resolution — 2014
- Learning Ensembles of Structured Prediction Rules — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Learning Soft Linear Constraints with Application to Citation Field Extraction — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Learning Structured Perceptrons for Coreference Resolution with Latent Antecedents and Non-local Features — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Learning part-of-speech taggers with inter-annotator agreement loss — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics
- Learning to Generate Coherent Summary with Discriminative Hidden Semi-Markov Model — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: Technical Papers
- Lightweight Client-Side Chinese/Japanese Morphological Analyzer Based on Online Learning — 2014 · Proceedings of COLING 2014, the 25th International Conference on Computational Linguistics: System Demonstrations
- Linköping: Cubic-Time Graph Parsing with a Simple Scoring Scheme — 2014 · Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)
- Low-Rank Tensors for Scoring Dependency Structures — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Max-Margin Tensor Neural Network for Chinese Word Segmentation — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Modeling Biological Processes for Reading Comprehension — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Modeling Joint Entity and Relation Extraction with Table Representation — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Modeling Language Proficiency Using Implicit Feedback — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- More or less supervised supersense tagging of Twitter — 2014 · Proceedings of the Third Joint Conference on Lexical and Computational Semantics (*SEM 2014)
- Multi-Predicate Semantic Role Labeling — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Multilingual Models for Compositional Distributed Semantics — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Multilingual, Efficient and Easy NLP Processing with IXA Pipeline — 2014 · Proceedings of the Demonstrations at the 14th Conference of the European Chapter of the Association for Computational Linguistics
- NRC-Canada-2014: Detecting Aspects and Sentiment in Customer Reviews — 2014 · Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)
- Non-Monotonic Parsing of Fluent Umm I mean Disfluent Sentences — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers
- On WordNet Semantic Classes and Dependency Parsing — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Open-Source Tools for Morphology, Lemmatization, POS Tagging and Named Entity Recognition — 2014 · Proceedings of 52nd Annual Meeting of the Association for Computational Linguistics: System Demonstrations
- Painless Semi-Supervised Morphological Segmentation using Conditional Random Fields — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers
- Part-of-Speech Tagging using Conditional Random Fields: Exploiting Sub-Label Dependencies for Improved Accuracy — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Predicting Instructor's Intervention in MOOC forums — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Predicting Romanian Stress Assignment — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics, volume 2: Short Papers
- Punctuation Processing for Projective Dependency Parsing — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Referential Translation Machines for Predicting Translation Quality — 2014 · Proceedings of the Ninth Workshop on Statistical Machine Translation
- Regularized Structured Perceptron: A Case Study on Chinese Word Segmentation, POS Tagging and Parsing — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics
- Relieving the Computational Bottleneck: Joint Inference for Event Extraction with High-Dimensional Features — 2014 · Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
- Response-based Learning for Grounded Machine Translation — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Resumptive Pronoun Detection for Modern Standard Arabic to English MT — 2014 · Proceedings of the 3rd Workshop on Hybrid Approaches to Machine Translation (HyTra)
- SZTE-NLP: Clinical Text Analysis with Named Entity Recognition — 2014 · Proceedings of the 8th International Workshop on Semantic Evaluation (SemEval 2014)
- Shift-Reduce CCG Parsing with a Dependency Model — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Smart Selection — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Syntactic Processing Using Global Discriminative Learning and Beam-Search Decoding — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics: Tutorials
- Tagging The Web: Building A Robust Web Tagger with Neural Network — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- That's Not What I Meant! Using Parsers to Avoid Structural Ambiguities in Generated Text — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Transforming trees into hedges and parsing with ``hedgebank'' grammars — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Two Knives Cut Better Than One: Chinese Word Segmentation with Dual Decomposition — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Undirected Machine Translation with Discriminative Reinforcement Learning — 2014 · Proceedings of the 14th Conference of the European Chapter of the Association for Computational Linguistics
- Using a machine learning model to assess the complexity of stress systems — 2014 · Proceedings of the Ninth International Conference on Language Resources and Evaluation (LREC'14)
- Vector space semantics with frequency-driven motifs — 2014 · Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- A Boosted Semi-Markov Perceptron — 2013 · Proceedings of the Seventeenth Conference on Computational Natural Language Learning
- A Cross-Task Flexible Transition Model for Arabic Tokenization, Affix Detection, Affix Labeling, POS Tagging, and Dependency Parsing — our card · 2013 · Proceedings of the Fourth Workshop on Statistical Parsing of Morphologically-Rich Languages
- A Description of Tunable Machine Translation Evaluation Systems in WMT13 Metrics Task — 2013 · Proceedings of the Eighth Workshop on Statistical Machine Translation
- A Lattice-based Framework for Joint Chinese Word Segmentation, POS Tagging and Parsing — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Accurate Word Segmentation using Transliteration and Language Model Projection — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Adapting Discriminative Reranking to Grounded Language Learning — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Adaptive Parser-Centric Text Normalization — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- An Efficient Active Learning Framework for New Relation Types — 2013 · Proceedings of the Sixth International Joint Conference on Natural Language Processing
- Bilingually-Guided Monolingual Dependency Grammar Induction — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers)
- Branch and Bound Algorithm for Dependency Parsing with Non-local Features — 2013 · Transactions of the Association for Computational Linguistics
- Capturing Long-distance Dependencies in Sequence Models: A Case Study of Chinese Part-of-speech Tagging — 2013 · Proceedings of the Sixth International Joint Conference on Natural Language Processing
- Chinese Word Segmentation by Mining Maximized Substrings — 2013 · Proceedings of the Sixth International Joint Conference on Natural Language Processing
- Co-regularizing character-based and word-based models for semi-supervised Chinese word segmentation — 2013 · Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers)
- Deep Learning for Chinese Word Segmentation and POS Tagging — 2013 · Proceedings of the 2013 Conference on Empirical Methods in Natural Language Processing