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The degree of semantic relatedness of two units of language has long been considered fundamental to understanding meaning.
RoBERTa: A Robustly Optimized BERT Pretraining Approach
Yinhan Liu, Myle Ott, Naman Goyal, Jingfei Du, Mandar Joshi, Danqi Chen, Omer Levy, Mike Lewis, Luke Zettlemoyer, and Veselin Stoyanov. 2019 · 1907
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Roget’s Thesaurus of English Words and Phrases…
Peter Mark Roget. 1911 · 1911
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A Law of Comparative Judgment
Louis L Thurstone. 1927 · 1927
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The Theory of the Estimation of Test Reliability
G Frederic Kuder and Marion W Richardson. 1937 · 1937
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Coefficient Alpha and the Internal Structure of Tests
Lee J Cronbach. 1951 · 1951
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The Method of Paired Comparisons
Herbert Aron David. 1963 · 1963
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Contextual Correlates of Synonymy
Herbert Rubenstein and John B Goodenough. 1965 · 1965
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Cohesion in English
Michael Alexander Kirkwood Halliday and Ruqaiya Hasan. 1976 · 1976
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Best-Worst Scaling: A Model For The Largest Difference Judgments
Jordan J Louviere and George G Woodworth. 1991 · 1991
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Contextual Correlates of Semantic Similarity
George A Miller and Walter G Charles. 1991 · 1991
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Lexical cohesion computed by thesaural relations as an indicator of the structure of text
Jane Morris and Graeme Hirst. 1991 · 1991
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Questions and Answers in Attitude Surveys: Experiments on Question Form, Wording, and Context
Stanley Presser and Howard Schuman. 1996 · 1996
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Automatically Constructing a Corpus of Sentential Paraphrases
William B Dolan and Chris Brockett. 2005 · 2005
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Sentence Similarity Based on Semantic Nets and Corpus Statistics
Yuhua Li, David McLean, Zuhair A Bandar, James D O’shea, and Keeley Crockett. 2006 · 2006
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Measuring Semantic Distance Using Distributional Profiles of Concepts
Saif Mohammad. 2008 · 2008
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MaxDiff Analysis: Simple Counting, Individual-Level Logit, and Hb
Bryan Orme. 2009 · 2009
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A Word at a Time: Computing Word Relatedness Using Temporal Semantic Analysis
Kira Radinsky, Eugene Agichtein, Evgeniy Gabrilovich, and Shaul Markovitch. 2011 · 2011
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SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity
Eneko Agirre, Daniel Cer, Mona Diab, and Aitor Gonzalez-Agirre. 2012 · 2012
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Distributional Measures of Semantic Distance: A Survey
Saif M Mohammad and Graeme Hirst. 2012 · 2012
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*SEM 2013 shared task: Semantic Textual Similarity
Eneko Agirre, Daniel Cer, Mona Diab, Aitor Gonzalez-Agirre, and Weiwei Guo. 2013 · 2013
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Linguistic Regularities in Continuous Space Word Representations
Tomáš Mikolov, Wen-tau Yih, and Geoffrey Zweig. 2013b · 2013
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SemEval-2014 Task 10: Multilingual Semantic Textual Similarity
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation
Daniel Cer, Mona Diab, Eneko Agirre, Iñigo Lopez-Gazpio, and Lucia Specia. 2017 · 2017
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Best-Worst Scaling More Reliable than Rating Scales: A Case Study on Sentiment Intensity Annotation
Svetlana Kiritchenko and Saif Mohammad. 2017 · 2017
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Learning Word Vectors for 157 Languages
Édouard Grave, Piotr Bojanowski, Prakhar Gupta, Armand Joulin, and Tomáš Mikolov. 2018 · 2018
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Dear Sir or Madam, May I Introduce the GYAFC Dataset: Corpus, Benchmarks and Metrics for Formality Style Transfer
Sudha Rao and Joel Tetreault. 2018 · 2018
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Item Recommendation on Monotonic Behavior Chains
Mengting Wan and Julian J. McAuley. 2018 · 2018
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Eneko Agirre, Carmen Banea, Claire Cardie, Daniel Cer, Mona Diab, Aitor Gonzalez-Agirre, Weiwei Guo, Rada Mihalcea, German Rigau, and Janyce Wiebe. 2014 · 2014
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Best-Worst Scaling: Theory and Methods
Terry N Flynn and Anthony AJ Marley. 2014 · 2014
Cited alongside, same era.
Learning a Lexical Simplifier Using Wikipedia
Colby Horn, Cathryn Manduca, and David Kauchak. 2014 · 2014
Cited alongside, same era.
A SICK cure for the evaluation of compositional distributional semantic models
Marco Marelli, Stefano Menini, Marco Baroni, Luisa Bentivogli, Raffaella Bernardi, Roberto Zamparelli, et al. 2014 · 2014
Cited alongside, same era.
GloVe: Global Vectors for Word Representation
Jeffrey Pennington, Richard Socher, and Christopher D Manning. 2014 · 2014
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SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability
Eneko Agirre, Carmen Banea, Claire Cardie, Daniel Cer, Mona Diab, Aitor Gonzalez-Agirre, Weiwei Guo, Inigo Lopez-Gazpio, Montse Maritxalar, Rada Mihalcea, et al. 2015 · 2015
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A large Annotated Corpus for Learning Natural Language Inference
Samuel R. Bowman, Gabor Angeli, Christopher Potts, and Christopher D. Manning. 2015 · 2015
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ParaNMT-50M: Pushing the Limits of Paraphrastic Sentence Embeddings with Millions of Machine Translations
John Wieting and Kevin Gimpel. 2018 · 2018
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Big BiRD: A Large, Fine-Grained, Bigram Relatedness Dataset For Examining Semantic Composition
Shima Asaadi, Saif Mohammad, and Svetlana Kiritchenko. 2019 · 2019
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BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding
Jacob Devlin, Ming-Wei Chang, Kenton Lee, and Kristina Toutanova. 2019 · 2019
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Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
Nils Reimers and Iryna Gurevych. 2019 · 2019
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Fine-Grained Spoiler Detection from Large-Scale Review Corpora
Mengting Wan, Rishabh Misra, Ndapa Nakashole, and Julian J. McAuley. 2019 · 2019
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Python Package: Subject Verb Object Extractor
Peter de Vocht. 2020 · 2020
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Python Package; spaCy: Industrial-strength Natural Language Processing in Python
Matthew Honnibal, Ines Montani, Sofie Van Landeghem, and Adriane Boyd. 2020 · 2020
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Practical and ethical considerations in the effective use of emotion and sentiment lexicons
Saif M. Mohammad. 2020 · 2020
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Just rank: Rethinking evaluation with word and sentence similarities
Bin Wang, C-C Jay Kuo, and Haizhou Li. 2022 · 2022
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Best practices in the creation and use of emotion lexicons
Saif M. Mohammad. 2023 · 2023
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