Adjusting Interpretable Dimensions in Embedding Space with Human
Judgments

Adjusting Interpretable Dimensions in Embedding Space with Human Judgments

3 April 2024

Marianna Apidianaki

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Papers citing "Adjusting Interpretable Dimensions in Embedding Space with Human Judgments"

14 / 14 papers shown

Title
Representation Of Lexical Stylistic Features In Language Models' Embedding Space Qing Lyu Marianna Apidianaki Chris Callison-Burch 78 7 0 29 May 2023
Towards Faithful Model Explanation in NLP: A Survey Qing Lyu Marianna Apidianaki Chris Callison-Burch XAI 191 118 0 22 Sep 2022
Scalar Adjective Identification and Multilingual Ranking Aina Garí Soler Marianna Apidianaki 59 6 0 03 May 2021
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses Aina Garí Soler Marianna Apidianaki MILM 269 70 0 29 Apr 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 303 456 0 24 Feb 2021
Probing Pretrained Language Models for Lexical Semantics Ivan Vulić Edoardo Ponti Robert Litschko Goran Glavaš Anna Korhonen KELM 76 246 0 12 Oct 2020
BERT Knows Punta Cana is not just beautiful, it's gorgeous: Ranking Scalar Adjectives with Contextualised Representations Aina Garí Soler Marianna Apidianaki 37 19 0 06 Oct 2020
Inducing Relational Knowledge from BERT Zied Bouraoui Jose Camacho-Collados Steven Schockaert 92 167 0 28 Nov 2019
Designing and Interpreting Probes with Control Tasks John Hewitt Percy Liang 86 538 0 08 Sep 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 689 24,557 0 26 Jul 2019
What do you learn from context? Probing for sentence structure in contextualized word representations Ian Tenney Patrick Xia Berlin Chen Alex Jinpeng Wang Adam Poliak ... Najoung Kim Benjamin Van Durme Samuel R. Bowman Dipanjan Das Ellie Pavlick 187 865 0 15 May 2019
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 353 897 0 03 May 2018
Word Embeddings Quantify 100 Years of Gender and Ethnic Stereotypes Nikhil Garg L. Schiebinger Dan Jurafsky James Zou AI4TS 74 967 0 22 Nov 2017
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 693 31,553 0 16 Jan 2013