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Morpho-syntactic Lexicon Generation Using Graph-based Semi-supervised Learning
Transactions of the Association for Computational Linguistics (2016) 4: 1–16.
Learning to Understand Phrases by Embedding the Dictionary
Transactions of the Association for Computational Linguistics (2016) 4: 17–30.
A Bayesian Model of Diachronic Meaning Change
Transactions of the Association for Computational Linguistics (2016) 4: 31–45.
Detecting Cross-Cultural Differences Using a Multilingual Topic Model
Transactions of the Association for Computational Linguistics (2016) 4: 47–60.
An Empirical Analysis of Formality in Online Communication
Transactions of the Association for Computational Linguistics (2016) 4: 61–74.
Decoding Anagrammed Texts Written in an Unknown Language and Script
Transactions of the Association for Computational Linguistics (2016) 4: 75–86.
Learning Tier-based Strictly 2-Local Languages
Transactions of the Association for Computational Linguistics (2016) 4: 87–98.
Adapting to All Domains at Once: Rewarding Domain Invariance in SMT
Transactions of the Association for Computational Linguistics (2016) 4: 99–112.
A Joint Model for Answer Sentence Ranking and Answer Extraction
Transactions of the Association for Computational Linguistics (2016) 4: 113–125.
Transforming Dependency Structures to Logical Forms for Semantic Parsing
Transactions of the Association for Computational Linguistics (2016) 4: 127–140.
Concept Grounding to Multiple Knowledge Bases via Indirect Supervision
Transactions of the Association for Computational Linguistics (2016) 4: 141–154.
Learning to Make Inferences in a Semantic Parsing Task
Transactions of the Association for Computational Linguistics (2016) 4: 155–168.
Reassessing the Goals of Grammatical Error Correction: Fluency Instead of Grammaticality
Transactions of the Association for Computational Linguistics (2016) 4: 169–182.
Efficient Structured Inference for Transition-Based Parsing with Neural Networks and Error States
Transactions of the Association for Computational Linguistics (2016) 4: 183–196.
Generating Training Data for Semantic Role Labeling based on Label Transfer from Linked Lexical Resources
Transactions of the Association for Computational Linguistics (2016) 4: 197–213.
J-NERD: Joint Named Entity Recognition and Disambiguation with Rich Linguistic Features
Transactions of the Association for Computational Linguistics (2016) 4: 215–229.
Discrete-State Variational Autoencoders for Joint Discovery and Factorization of Relations
Transactions of the Association for Computational Linguistics (2016) 4: 231–244.
Unsupervised Part-Of-Speech Tagging with Anchor Hidden Markov Models
Transactions of the Association for Computational Linguistics (2016) 4: 245–257.
ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs
Transactions of the Association for Computational Linguistics (2016) 4: 259–272.
Word Embeddings as Metric Recovery in Semantic Spaces
Transactions of the Association for Computational Linguistics (2016) 4: 273–286.
Comparing Apples to Apple: The Effects of Stemmers on Topic Models
Transactions of the Association for Computational Linguistics (2016) 4: 287–300.
Multilingual Projection for Parsing Truly Low-Resource Languages
Transactions of the Association for Computational Linguistics (2016) 4: 301–312.
Simple and Accurate Dependency Parsing Using Bidirectional LSTM Feature Representations
Transactions of the Association for Computational Linguistics (2016) 4: 313–327.
Sparse Non-negative Matrix Language Modeling
Transactions of the Association for Computational Linguistics (2016) 4: 329–342.
Multi-lingual Dependency Parsing Evaluation: a Large-scale Analysis of Word Order Properties using Artificial Data
Transactions of the Association for Computational Linguistics (2016) 4: 343–356.
Named Entity Recognition with Bidirectional LSTM-CNNs
Transactions of the Association for Computational Linguistics (2016) 4: 357–370.
Deep Recurrent Models with Fast-Forward Connections for Neural Machine Translation
Transactions of the Association for Computational Linguistics (2016) 4: 371–383.
A Latent Variable Model Approach to PMI-based Word Embeddings
Transactions of the Association for Computational Linguistics (2016) 4: 385–399.
Optimizing Statistical Machine Translation for Text Simplification
Transactions of the Association for Computational Linguistics (2016) 4: 401–415.
Encoding Prior Knowledge with Eigenword Embeddings
Transactions of the Association for Computational Linguistics (2016) 4: 417–430.
Many Languages, One Parser
Transactions of the Association for Computational Linguistics (2016) 4: 431–444.
Easy-First Dependency Parsing with Hierarchical Tree LSTMs
Transactions of the Association for Computational Linguistics (2016) 4: 445–461.
Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health
Transactions of the Association for Computational Linguistics (2016) 4: 463–476.
Fast, Small and Exact: Infinite-order Language Modelling with Compressed Suffix Trees
Transactions of the Association for Computational Linguistics (2016) 4: 477–490.
The Galactic Dependencies Treebanks: Getting More Data by Synthesizing New Languages
Transactions of the Association for Computational Linguistics (2016) 4: 491–505.
Minimally Supervised Number Normalization
Transactions of the Association for Computational Linguistics (2016) 4: 507–519.
Assessing the Ability of LSTMs to Learn Syntax-Sensitive Dependencies
Transactions of the Association for Computational Linguistics (2016) 4: 521–535.
Understanding Satirical Articles Using Common-Sense
Transactions of the Association for Computational Linguistics (2016) 4: 537–549.
Utilizing Temporal Information for Taxonomy Construction
Transactions of the Association for Computational Linguistics (2016) 4: 551–564.
Erratum: “An Empirical Analysis of Formality in Online Communication”
Transactions of the Association for Computational Linguistics (2016) 4: 565.
Erratum: “ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs”
Transactions of the Association for Computational Linguistics (2016) 4: 566–567.
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