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Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP

Transactions of the Association for Computational Linguistics, 2021-12, Vol.9, p.1408-1424

2021

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Position Information in Transformers: An Overview

Computational linguistics - Association for Computational Linguistics, 2022-09, Vol.48 (3), p.733-763

2022

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AutoExtend: Combining Word Embeddings with Semantic Resources

Computational linguistics - Association for Computational Linguistics, 2017-09, Vol.43 (3), p.593-617

2017

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Bi-directional recurrent neural network with ranking loss for spoken language understanding

2016 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2016, p.6060-6064

2016

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Explaining pretrained language models' understanding of linguistic structures using construction grammar

Frontiers in artificial intelligence, 2023-10, Vol.6, p.1225791-1225791

2023

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Statistical Models for Unsupervised, Semi-Supervised, and Supervised Transliteration Mining

Computational linguistics - Association for Computational Linguistics, 2017-06, Vol.43 (2), p.349-375

2017

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Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models

Proceedings of the National Academy of Sciences - PNAS, 2020-10, Vol.117 (42), p.25966-25974

2020

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Measuring and Improving Consistency in Pretrained Language Models

Transactions of the Association for Computational Linguistics, 2021-01, Vol.9, p.1012-1031

2021

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Knowledge Sources for Constituent Parsing of German, a Morphologically Rich and Less-Configurational Language

Computational linguistics - Association for Computational Linguistics, 2013-03, Vol.39 (1), p.57-85

2013

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Exploring the relationship between intonation and the lexicon: Evidence for lexicalised storage of intonation

Speech communication, 2015-02, Vol.66 (Feb), p.65-81

2015

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The Operation Sequence Model—Combining N-Gram-Based and Phrase-Based Statistical Machine Translation

Computational linguistics - Association for Computational Linguistics, 2015-06, Vol.41 (2), p.185-214

2015

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True Few-Shot Learning with Prompts—A Real-World Perspective

Transactions of the Association for Computational Linguistics, 2022-06, Vol.10, p.716-731

2022

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Half-Context Language Models

Computational linguistics - Association for Computational Linguistics, 2011-12, Vol.37 (4), p.843-865

2011

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Creating an online dictionary of abbreviations from MEDLINE

Journal of the American Medical Informatics Association : JAMIA, 2002-11, Vol.9 (6), p.612-620

2002

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Prepositional Phrase Attachment without Oracles

Computational linguistics - Association for Computational Linguistics, 2007-12, Vol.33 (4), p.469-476

2007

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Erratum: “ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs”

Transactions of the Association for Computational Linguistics, 2016-12, Vol.4, p.566-567

2016

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ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

Transactions of the Association for Computational Linguistics, , Vol.4, p.259-272

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Corpus-Level Fine-Grained Entity Typing

The Journal of artificial intelligence research, 2018-01, Vol.61, p.835-862

2018

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Asymmetry in corpus-derived and human word associations

Corpus linguistics and linguistic theory, 2011-10, Vol.7 (2), p.245-276

2011

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Type-aware Convolutional Neural Networks for Slot Filling

The Journal of artificial intelligence research, 2019-01, Vol.66, p.297-339

2019

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GAPSCORE: finding gene and protein names one word at a time

Bioinformatics, 2004-01, Vol.20 (2), p.216-225

2004

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A cooccurrence-based thesaurus and two applications to information retrieval

Information processing & management, 1997-05, Vol.33 (3), p.307-318

1997

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Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms

Transactions of the Association for Computational Linguistics, 2018-12, Vol.6, p.687-702

2018

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Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts

Information processing & management, 2022-05, Vol.59 (3), p.102925, Article 102925

2022

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Joint Semantic Synthesis and Morphological Analysis of the Derived Word

Transactions of the Association for Computational Linguistics, 2018-01, Vol.6, p.33-48

2018

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Self-Diagnosis and Self-Debiasing: A Proposal for Reducing Corpus-Based Bias in NLP

Position Information in Transformers: An Overview

AutoExtend: Combining Word Embeddings with Semantic Resources

Bi-directional recurrent neural network with ranking loss for spoken language understanding

Explaining pretrained language models' understanding of linguistic structures using construction grammar

Statistical Models for Unsupervised, Semi-Supervised, and Supervised Transliteration Mining

Placing language in an integrated understanding system: Next steps toward human-level performance in neural language models

Measuring and Improving Consistency in Pretrained Language Models

Knowledge Sources for Constituent Parsing of German, a Morphologically Rich and Less-Configurational Language

Exploring the relationship between intonation and the lexicon: Evidence for lexicalised storage of intonation

The Operation Sequence Model—Combining N-Gram-Based and Phrase-Based Statistical Machine Translation

True Few-Shot Learning with Prompts—A Real-World Perspective

Half-Context Language Models

Creating an online dictionary of abbreviations from MEDLINE

Prepositional Phrase Attachment without Oracles

Erratum: “ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs”

ABCNN: Attention-Based Convolutional Neural Network for Modeling Sentence Pairs

Corpus-Level Fine-Grained Entity Typing

Asymmetry in corpus-derived and human word associations

Type-aware Convolutional Neural Networks for Slot Filling

GAPSCORE: finding gene and protein names one word at a time

A cooccurrence-based thesaurus and two applications to information retrieval

Attentive Convolution: Equipping CNNs with RNN-style Attention Mechanisms

Learning interpretable word embeddings via bidirectional alignment of dimensions with semantic concepts

Joint Semantic Synthesis and Morphological Analysis of the Derived Word

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