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Reasoning about Quantities in Natural Language
Transactions of the Association for Computational Linguistics (2015) 3: 1–13.
Cross-Document Co-Reference Resolution using Sample-Based Clustering with Knowledge Enrichment
Transactions of the Association for Computational Linguistics (2015) 3: 15–28.
Efficient Inference and Structured Learning for Semantic Role Labeling
Transactions of the Association for Computational Linguistics (2015) 3: 29–41.
Sprite: Generalizing Topic Models with Structured Priors
Transactions of the Association for Computational Linguistics (2015) 3: 43–57.
A Sense-Topic Model for Word Sense Induction with Unsupervised Data Enrichment
Transactions of the Association for Computational Linguistics (2015) 3: 59–71.
Which Step Do I Take First? Troubleshooting with Bayesian Models
Transactions of the Association for Computational Linguistics (2015) 3: 73–85.
Gappy Pattern Matching on GPUs for On-Demand Extraction of Hierarchical Translation Grammars
Transactions of the Association for Computational Linguistics (2015) 3: 87–100.
Erratum: “Exploring Compositional Architectures and Word Vector Representations for Prepositional Phrase Attachment”
Transactions of the Association for Computational Linguistics (2015) 3: 101.
A Bayesian Model of Grounded Color Semantics
Transactions of the Association for Computational Linguistics (2015) 3: 103–115.
Exploiting Parallel News Streams for Unsupervised Event Extraction
Transactions of the Association for Computational Linguistics (2015) 3: 117–129.
Unsupervised Declarative Knowledge Induction for Constraint-Based Learning of Information Structure in Scientific Documents
Transactions of the Association for Computational Linguistics (2015) 3: 131–143.
Entity Disambiguation with Web Links
Transactions of the Association for Computational Linguistics (2015) 3: 145–156.
An Unsupervised Method for Uncovering Morphological Chains
Transactions of the Association for Computational Linguistics (2015) 3: 157–167.
Modelling and Optimizing on Syntactic N-Grams for Statistical Machine Translation
Transactions of the Association for Computational Linguistics (2015) 3: 169–182.
From Visual Attributes to Adjectives through Decompositional Distributional Semantics
Transactions of the Association for Computational Linguistics (2015) 3: 183–196.
Higher-order Lexical Semantic Models for Non-factoid Answer Reranking
Transactions of the Association for Computational Linguistics (2015) 3: 197–210.
Improving Distributional Similarity with Lessons Learned from Word Embeddings
Transactions of the Association for Computational Linguistics (2015) 3: 211–225.
Learning Composition Models for Phrase Embeddings
Transactions of the Association for Computational Linguistics (2015) 3: 227–242.
Combining Minimally-supervised Methods for Arabic Named Entity Recognition
Transactions of the Association for Computational Linguistics (2015) 3: 243–255.
Learning a Compositional Semantics for Freebase with an Open Predicate Vocabulary
Transactions of the Association for Computational Linguistics (2015) 3: 257–270.
Domain Adaptation for Syntactic and Semantic Dependency Parsing Using Deep Belief Networks
Transactions of the Association for Computational Linguistics (2015) 3: 271–282.
Problems in Current Text Simplification Research: New Data Can Help
Transactions of the Association for Computational Linguistics (2015) 3: 283–297.
Improving Topic Models with Latent Feature Word Representations
Transactions of the Association for Computational Linguistics (2015) 3: 299–313.
Design Challenges for Entity Linking
Transactions of the Association for Computational Linguistics (2015) 3: 315–328.
One Vector is Not Enough: Entity-Augmented Distributed Semantics for Discourse Relations
Transactions of the Association for Computational Linguistics (2015) 3: 329–344.
From Paraphrase Database to Compositional Paraphrase Model and Back
Transactions of the Association for Computational Linguistics (2015) 3: 345–358.
A Graph-based Lattice Dependency Parser for Joint Morphological Segmentation and Syntactic Analysis
Transactions of the Association for Computational Linguistics (2015) 3: 359–373.
Deriving Boolean structures from distributional vectors
Transactions of the Association for Computational Linguistics (2015) 3: 375–388.
Unsupervised Lexicon Discovery from Acoustic Input
Transactions of the Association for Computational Linguistics (2015) 3: 389–403.
Latent Structures for Coreference Resolution
Transactions of the Association for Computational Linguistics (2015) 3: 405–418.
Unsupervised Identification of Translationese
Transactions of the Association for Computational Linguistics (2015) 3: 419–432.
Modeling Word Forms Using Latent Underlying Morphs and Phonology
Transactions of the Association for Computational Linguistics (2015) 3: 433–447.
Context-aware Frame-Semantic Role Labeling
Transactions of the Association for Computational Linguistics (2015) 3: 449–460.
Learning Structural Kernels for Natural Language Processing
Transactions of the Association for Computational Linguistics (2015) 3: 461–473.
Semantic Proto-Roles
Transactions of the Association for Computational Linguistics (2015) 3: 475–488.
Approximation-Aware Dependency Parsing by Belief Propagation
Transactions of the Association for Computational Linguistics (2015) 3: 489–501.
Plato: A Selective Context Model for Entity Resolution
Transactions of the Association for Computational Linguistics (2015) 3: 503–515.
A Hierarchical Distance-dependent Bayesian Model for Event Coreference Resolution
Transactions of the Association for Computational Linguistics (2015) 3: 517–528.
Large-Scale Information Extraction from Textual Definitions through Deep Syntactic and Semantic Analysis
Transactions of the Association for Computational Linguistics (2015) 3: 529–543.
Imitation Learning of Agenda-based Semantic Parsers
Transactions of the Association for Computational Linguistics (2015) 3: 545–558.
Parsing to Noncrossing Dependency Graphs
Transactions of the Association for Computational Linguistics (2015) 3: 559–570.
Semantic Parsing of Ambiguous Input through Paraphrasing and Verification
Transactions of the Association for Computational Linguistics (2015) 3: 571–584.
Parsing Algebraic Word Problems into Equations
Transactions of the Association for Computational Linguistics (2015) 3: 585–597.
Erratum: “Improving Topic Models with Latent Feature Word Representations”
Transactions of the Association for Computational Linguistics (2015) 3: 598–599.
Erratum: “From Paraphrase Database to Compositional Paraphrase Model and Back”
Transactions of the Association for Computational Linguistics (2015) 3: 600.
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