Yuan Zhang

Affiliations:
  • Google Research, Mountain View, CA, USA
  • Massachusetts Institute of Technology, Cambridge, MA, USA (PhD 2017)
  • Tsinghua University, Computer Science Department, Beijing, China (2007 - 2011)


According to our database1, Yuan Zhang authored at least 27 papers between 2009 and 2021.

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Bibliography

2021
Unlocking Compositional Generalization in Pre-trained Models Using Intermediate Representations.
CoRR, 2021

Few-shot Intent Classification and Slot Filling with Retrieved Examples.
Proceedings of the 2021 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2021

Controllable Semantic Parsing via Retrieval Augmentation.
Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining.
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020
Mapping Natural Language Instructions to Mobile UI Action Sequences.
Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019
PAWS: Paraphrase Adversaries from Word Scrambling.
Proceedings of the 2019 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, 2019

PAWS-X: A Cross-lingual Adversarial Dataset for Paraphrase Identification.
Proceedings of the 2019 Conference on Empirical Methods in Natural Language Processing and the 9th International Joint Conference on Natural Language Processing, 2019

Large-Scale Representation Learning from Visually Grounded Untranscribed Speech.
Proceedings of the 23rd Conference on Computational Natural Language Learning, 2019

2018
A Fast, Compact, Accurate Model for Language Identification of Codemixed Text.
Proceedings of the 2018 Conference on Empirical Methods in Natural Language Processing, Brussels, Belgium, October 31, 2018

2017
Transfer learning for low-resource natural language analysis.
PhD thesis, 2017

Aspect-augmented Adversarial Networks for Domain Adaptation.
Trans. Assoc. Comput. Linguistics, 2017

2016
Ten Pairs to Tag - Multilingual POS Tagging via Coarse Mapping between Embeddings.
Proceedings of the NAACL HLT 2016, 2016

Stack-propagation: Improved Representation Learning for Syntax.
Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics, 2016

2015
Randomized Greedy Inference for Joint Segmentation, POS Tagging and Dependency Parsing.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

High-Order Low-Rank Tensors for Semantic Role Labeling.
Proceedings of the NAACL HLT 2015, The 2015 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies, Denver, Colorado, USA, May 31, 2015

Hierarchical Low-Rank Tensors for Multilingual Transfer Parsing.
Proceedings of the 2015 Conference on Empirical Methods in Natural Language Processing, 2015

2014
Greed is Good if Randomized: New Inference for Dependency Parsing.
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing, 2014

Steps to Excellence: Simple Inference with Refined Scoring of Dependency Trees.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

Low-Rank Tensors for Scoring Dependency Structures.
Proceedings of the 52nd Annual Meeting of the Association for Computational Linguistics, 2014

2013
Transfer Learning for Constituency-Based Grammars.
Proceedings of the 51st Annual Meeting of the Association for Computational Linguistics, 2013

2012
Quantitative Study of Individual Emotional States in Social Networks.
IEEE Trans. Affect. Comput., 2012

Learning to Map into a Universal POS Tagset.
Proceedings of the 2012 Joint Conference on Empirical Methods in Natural Language Processing and Computational Natural Language Learning, 2012

2010
MQuery: Fast Graph Query via Semantic Indexing for Mobile Context.
Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence, 2010

MoodCast: Emotion Prediction via Dynamic Continuous Factor Graph Model.
Proceedings of the ICDM 2010, 2010

2009
A Collaborative Filtering Tag Recommendation System Based on Graph.
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009

A Tag Recommendation System Based on Contents.
Proceedings of ECML PKDD (The European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases) Discovery Challenge 2009, 2009

A tag recommendation system for folksonomy.
Proceedings of the 2nd ACM Workshop on Social Web Search and Mining, 2009


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