Jaime Carbonell

StructSum: Summarization via Structured Representations EACL 2021 Efficient Meta Lifelong-Learning with Limited Memory EMNLP 2020 Optimizing Data Usage via Differentiable Rewards ICML 2020 Semi-Supervised Learning on Meta Structure: Multi-Task Tagging and Parsing in Low-Resource Scenarios AAAI 2020 Soft Gazetteers for Low-Resource Named Entity Recognition ACL 2020 A Little Annotation does a Lot of Good: A Study in Bootstrapping Low-resource Named Entity Recognizers EMNLP 2019 Characterizing and Avoiding Negative Transfer CVPR 2019 CMU-01 at the SIGMORPHON 2019 Shared Task on Crosslinguality and Context in Morphology ACL 2019 Data-Driven Approach to Multiple-Source Domain Adaptation AISTATS 2019 Domain Adaptation of Neural Machine Translation by Lexicon Induction ACL 2019 Gradient-Based Inference for Networks with Output Constraints AAAI 2019 Learning Rhyming Constraints using Structured Adversaries EMNLP 2019 Low-Dimensional Density Ratio Estimation for Covariate Shift Correction AISTATS 2019 Transformer-XL: Attentive Language Models beyond a Fixed-Length Context ACL 2019 XLNet: Generalized Autoregressive Pretraining for Language Understanding NeurIPS 2019 Zero-Shot Neural Transfer for Cross-Lingual Entity Linking AAAI 2019 Adapting Word Embeddings to New Languages with Morphological and Phonological Subword Representations EMNLP 2018 DeepCx: A transition-based approach for shallow semantic parsing with complex constructional triggers EMNLP 2018 Neural Cross-Lingual Named Entity Recognition with Minimal Resources EMNLP 2018 Towards Semi-Supervised Learning for Deep Semantic Role Labeling EMNLP 2018 Active Learning from Peers NeurIPS 2017 Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer IJCAI 2017 Self-Paced Multitask Learning with Shared Knowledge IJCAI 2017 Adaptive Smoothed Online Multi-Task Learning NeurIPS 2016 CMU at SemEval-2016 Task 8: Graph-based AMR Parsing with Infinite Ramp Loss SemEval 2016 Generation from Abstract Meaning Representation using Tree Transducers NAACL 2016 Leveraging Multilingual Training for Limited Resource Event Extraction COLING 2016 Phonologically Aware Neural Model for Named Entity Recognition in Low Resource Transfer Settings EMNLP 2016 Automatic Keyword Extraction on Twitter ACL 2015 Frame-Semantic Role Labeling with Heterogeneous Annotations ACL 2015 A Discriminative Graph-Based Parser for the Abstract Meaning Representation ACL 2014 Cross-Lingual Information to the Rescue in Keyword Extraction ACL 2014 Efficient Structured Matrix Rank Minimization NeurIPS 2014 Saddle Points and Accelerated Perceptron Algorithms ICML 2014 Buy-in-Bulk Active Learning NeurIPS 2013 Large-Scale Discriminative Training for Statistical Machine Translation Using Held-Out Line Search NAACL 2013 The Effects of Lexical Resource Quality on Preference Violation Detection ACL 2013 Recognition of Named-Event Passages in News Articles COLING 2012 Structured Sparse Canonical Correlation Analysis AISTATS 2012 Identifiability of Priors from Bounded Sample Sizes with Applications to Transfer Learning COLT 2011 The Sample Complexity of Self-Verifying Bayesian Active Learning AISTATS 2011 Active Learning-Based Elicitation for Semi-Supervised Word Alignment ACL 2010 Monolingual Distributional Profiles for Word Substitution in Machine Translation COLING 2010 Cluster-Based Query Expansion for Statistical Question Answering IJCNLP 2008 Spectral Clustering for Example Based Machine Translation NAACL 2006 Instance-Based Question Answering: A Data-Driven Approach EMNLP 2004