Chris Dyer

Enabling Arbitrary Translation Objectives with Adaptive Tree Search ICLR 2022 Exposing the Implicit Energy Networks behind Masked Language Models via Metropolis--Hastings ICLR 2022 Better Chinese Sentence Segmentation with Reinforcement Learning ACL 2021 Diverse Pretrained Context Encodings Improve Document Translation ACL 2021 End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering NeurIPS 2021 Game-theoretic Vocabulary Selection via the Shapley Value and Banzhaf Index NAACL 2021 A Probabilistic Generative Model for Typographical Analysis of Early Modern Printing ACL 2020 Learning Robust and Multilingual Speech Representations EMNLP 2020 Learning to Segment Actions from Observation and Narration ACL 2020 The DeepMind Chinese–English Document Translation System at WMT2020 EMNLP 2020 Achieving Verified Robustness to Symbol Substitutions via Interval Bound Propagation EMNLP 2019 An Empirical Investigation of Global and Local Normalization for Recurrent Neural Sequence Models Using a Continuous Relaxation to Beam Search NAACL 2019 Comparing Top-Down and Bottom-Up Neural Generative Dependency Models CoNLL 2019 Compound Probabilistic Context-Free Grammars for Grammar Induction ACL 2019 Learning to Discover, Ground and Use Words with Segmental Neural Language Models ACL 2019 Scalable Syntax-Aware Language Models Using Knowledge Distillation ACL 2019 Text Genre and Training Data Size in Human-like Parsing EMNLP 2019 Unsupervised Recurrent Neural Network Grammars NAACL 2019 Fast Parametric Learning with Activation Memorization ICML 2018 Finding syntax in human encephalography with beam search ACL 2018 LSTMs Can Learn Syntax-Sensitive Dependencies Well, But Modeling Structure Makes Them Better ACL 2018 Memory Architectures in Recurrent Neural Network Language Models ICLR 2018 Neural Arithmetic Logic Units NeurIPS 2018 On the State of the Art of Evaluation in Neural Language Models ICLR 2018 Syntactic Scaffolds for Semantic Structures EMNLP 2018 Unsupervised Text Style Transfer using Language Models as Discriminators NeurIPS 2018 Using Morphological Knowledge in Open-Vocabulary Neural Language Models NAACL 2018 Differentiable Scheduled Sampling for Credit Assignment ACL 2017 Learning to Create and Reuse Words in Open-Vocabulary Neural Language Modeling ACL 2017 Multitask Learning with CTC and Segmental CRF for Speech Recognition Interspeech 2017 Neural Machine Translation with Recurrent Attention Modeling EACL 2017 On-the-fly Operation Batching in Dynamic Computation Graphs NeurIPS 2017 Ontology-Aware Token Embeddings for Prepositional Phrase Attachment ACL 2017 Program Induction by Rationale Generation: Learning to Solve and Explain Algebraic Word Problems ACL 2017 Reference-Aware Language Models EMNLP 2017 Should Neural Network Architecture Reflect Linguistic Structure? CoNLL 2017 What Do Recurrent Neural Network Grammars Learn About Syntax? EACL 2017 Character Sequence Models for Colorful Words EMNLP 2016 CMU at SemEval-2016 Task 8: Graph-based AMR Parsing with Infinite Ramp Loss SemEval 2016 Cross-lingual Models of Word Embeddings: An Empirical Comparison ACL 2016 Distilling an Ensemble of Greedy Dependency Parsers into One MST Parser EMNLP 2016 Generalizing and Hybridizing Count-based and Neural Language Models EMNLP 2016 Generation from Abstract Meaning Representation using Tree Transducers NAACL 2016 Greedy, Joint Syntactic-Semantic Parsing with Stack LSTMs CoNLL 2016 Hierarchical Attention Networks for Document Classification NAACL 2016 Incorporating Structural Alignment Biases into an Attentional Neural Translation Model NAACL 2016 Learning the Curriculum with Bayesian Optimization for Task-Specific Word Representation Learning ACL 2016 Morphological Inflection Generation Using Character Sequence to Sequence Learning NAACL 2016 Named Entity Recognition for Linguistic Rapid Response in Low-Resource Languages: Sorani Kurdish and Tajik COLING 2016 Neural Architectures for Named Entity Recognition NAACL 2016 PanPhon: A Resource for Mapping IPA Segments to Articulatory Feature Vectors COLING 2016 Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings EMNLP 2016 Polyglot Neural Language Models: A Case Study in Cross-Lingual Phonetic Representation Learning NAACL 2016 Practical Neural Networks for NLP: From Theory to Code EMNLP 2016 Recurrent Neural Network Grammars NAACL 2016 Segmental Recurrent Neural Networks for End-to-End Speech Recognition Interspeech 2016 Semantic Parsing with Semi-Supervised Sequential Autoencoders EMNLP 2016 Synthesizing Compound Words for Machine Translation ACL 2016 The Role of Context in Neural Morphological Disambiguation COLING 2016 Training with Exploration Improves a Greedy Stack LSTM Parser EMNLP 2016 Transition-Based Dependency Parsing with Heuristic Backtracking EMNLP 2016 A Supertag-Context Model for Weakly-Supervised CCG Parser Learning CoNLL 2015 Automatic Keyword Extraction on Twitter ACL 2015 Constraint-Based Models of Lexical Borrowing NAACL 2015 Evaluation of Word Vector Representations by Subspace Alignment EMNLP 2015 Finding Function in Form: Compositional Character Models for Open Vocabulary Word Representation EMNLP 2015 Frame-Semantic Role Labeling with Heterogeneous Annotations ACL 2015 Gaussian LDA for Topic Models with Word Embeddings ACL 2015 Humor Recognition and Humor Anchor Extraction EMNLP 2015 Improved Transition-based Parsing by Modeling Characters instead of Words with LSTMs EMNLP 2015 Learning Word Representations with Hierarchical Sparse Coding ICML 2015 Lexicon Stratification for Translating Out-of-Vocabulary Words ACL 2015 Non-distributional Word Vector Representations ACL 2015 Not All Contexts Are Created Equal: Better Word Representations with Variable Attention EMNLP 2015 Ontologically Grounded Multi-sense Representation Learning for Semantic Vector Space Models NAACL 2015 Retrofitting Word Vectors to Semantic Lexicons NAACL 2015 Sparse Overcomplete Word Vector Representations ACL 2015 Transition-Based Dependency Parsing with Stack Long Short-Term Memory ACL 2015 Two/Too Simple Adaptations of Word2Vec for Syntax Problems NAACL 2015 Unifying Bayesian Inference and Vector Space Models for Improved Decipherment ACL 2015 Unsupervised POS Induction with Word Embeddings NAACL 2015 A Dependency Parser for Tweets EMNLP 2014 A Discriminative Graph-Based Parser for the Abstract Meaning Representation ACL 2014 Augmenting Translation Models with Simulated Acoustic Confusions for Improved Spoken Language Translation EACL 2014 Automatic Classification of Communicative Functions of Definiteness COLING 2014 CMU: Arc-Factored, Discriminative Semantic Dependency Parsing SemEval 2014 Community Evaluation and Exchange of Word Vectors at wordvectors.org ACL 2014 Conditional Random Field Autoencoders for Unsupervised Structured Prediction NeurIPS 2014 Distributed Representations of Geographically Situated Language ACL 2014 Improving Vector Space Word Representations Using Multilingual Correlation EACL 2014 Language Modeling with Power Low Rank Ensembles EMNLP 2014 Latent-Variable Synchronous CFGs for Hierarchical Translation EMNLP 2014 Learning from Post-Editing: Online Model Adaptation for Statistical Machine Translation EACL 2014 Metaphor Detection with Cross-Lingual Model Transfer ACL 2014 Simplified Dependency Annotations with GFL-Web ACL 2014 Weakly-Supervised Bayesian Learning of a CCG Supertagger CoNLL 2014 An Information Theoretic Approach to Bilingual Word Clustering ACL 2013 A Simple, Fast, and Effective Reparameterization of IBM Model 2 NAACL 2013 A Systematic Exploration of Diversity in Machine Translation EMNLP 2013 Discrete Log-Linear Autoencoders for Unsupervised Learning of Linguistic Structure EMNLP 2013 Improved Part-of-Speech Tagging for Online Conversational Text with Word Clusters NAACL 2013 Knowledge-Rich Morphological Priors for Bayesian Language Models NAACL 2013 Large-Scale Discriminative Training for Statistical Machine Translation Using Held-Out Line Search NAACL 2013 Microblogs as Parallel Corpora ACL 2013 Paraphrasing 4 Microblog Normalization EMNLP 2013 Proceedings of the 2013 NAACL HLT Demonstration Session NAACL 2013 Supersense Tagging for Arabic: the MT-in-the-Middle Attack NAACL 2013 Translating into Morphologically Rich Languages with Synthetic Phrases EMNLP 2013 A Bayesian Model for Learning SCFGs with Discontiguous Rules EMNLP 2012 Bayesian Language Modelling of German Compounds COLING 2012 Joint Feature Selection in Distributed Stochastic Learning for Large-Scale Discriminative Training in SMT ACL 2012 Learning Semantics and Selectional Preference of Adjective-Noun Pairs SemEval 2012 Better Hypothesis Testing for Statistical Machine Translation: Controlling for Optimizer Instability ACL 2011 Predicting a Scientific Community’s Response to an Article EMNLP 2011 Unsupervised Word Alignment with Arbitrary Features ACL 2011 cdec: A Decoder, Alignment, and Learning Framework for Finite-State and Context-Free Translation Models ACL 2010 Context-free reordering, finite-state translation NAACL 2010 Data-Intensive Text Processing with MapReduce NAACL 2010 Discriminative Word Alignment with a Function Word Reordering Model EMNLP 2010 Two monolingual parses are better than one (synchronous parse) NAACL 2010 A Gibbs Sampler for Phrasal Synchronous Grammar Induction ACL 2009 Data Intensive Text Processing with MapReduce NAACL 2009 Demonstration of Joshua: An Open Source Toolkit for Parsing-based Machine Translation ACL 2009 Efficient Minimum Error Rate Training and Minimum Bayes-Risk Decoding for Translation Hypergraphs and Lattices ACL 2009 Monte Carlo inference and maximization for phrase-based translation CoNLL 2009 Using a maximum entropy model to build segmentation lattices for MT NAACL 2009 Moses: Open Source Toolkit for Statistical Machine Translation ACL 2007