← Authors

Jaime Carbonell

50 papers · 2004–2021 · 14 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (17) πŸ—ΊοΈ Taxonomy Completionist (12) 🐝 Cross-Pollinator (15) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (14) 🌈 Renaissance Researcher (7) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🌱 Topic Pioneer πŸ† Keyword Champion πŸ—ƒοΈ Keyword Collector (178) πŸš€ Conference Pioneer πŸ“ˆ Trend Setter πŸ’Ž Century Club (50) πŸ”₯ Unstoppable (12) ⚑ Prolific Year (13)

Conferences

ACL (10) EMNLP (9) IJCNLP (5) NIPS (5) AISTATS (4) AAAI (3) COLING (3) NAACL (3) ICML (2) IJCAI (2) COLT (1) CVPR (1) EACL (1) SEMEVAL (1)

Top co-authors

Chris Dyer (9) Graham Neubig (8) Noah A. Smith (6) Sanket Vaibhav Mehta (5) Jay Yoon Lee (4) Jiateng Xie (4) Aditi Chaudhary (4) Yiming Yang (4) Jeffrey Flanigan (4) Anatole Gershman (3)

Keywords

low-resource language (7) active learning (5) named entity recognition (5) transfer learning (5) neural network (4) cross-lingual transfer (4) domain adaptation (4) multi-task learning (3) annotation efficiency (2) semi-supervised learning (2) poetry generation (2) generative adversarial network (2) online learning (2) representation learning (2) morphological analysis (2) syntactic parsing (2) knowledge distillation (2) semantic role labeling (2) cross-lingual entity linking (2) rhyming constraint (2)

Papers

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