On the Linguistic Representational Power of Neural Machine Translation Models

1 November 2019

Papers citing "On the Linguistic Representational Power of Neural Machine Translation Models"

39 / 39 papers shown

Title
Linking forward-pass dynamics in Transformers and real-time human processing Jennifer Hu Michael A. Lepori Michael Franke AI4CE 113 0 0 18 Apr 2025
Tokenization and Morphology in Multilingual Language Models: A Comparative Analysis of mT5 and ByT5 Thao Anh Dang Limor Raviv Lukas Galke 23 1 0 15 Oct 2024
Investigating OCR-Sensitive Neurons to Improve Entity Recognition in Historical Documents Emanuela Boros Maud Ehrmann 31 0 0 25 Sep 2024
Monitoring Latent World States in Language Models with Propositional Probes Jiahai Feng Stuart Russell Jacob Steinhardt HILM 32 6 0 27 Jun 2024
Layer-wise Representation Fusion for Compositional Generalization Yafang Zheng Lei Lin Shantao Liu Binling Wang Zhaohong Lai Wenhao Rao Biao Fu Yidong Chen Xiaodon Shi AI4CE 30 2 0 20 Jul 2023
Can LLMs facilitate interpretation of pre-trained language models? Basel Mousi Nadir Durrani Fahim Dalvi 36 12 0 22 May 2023
The Interpreter Understands Your Meaning: End-to-end Spoken Language Understanding Aided by Speech Translation Mutian He Philip N. Garner 36 4 0 16 May 2023
Explaining Language Models' Predictions with High-Impact Concepts Ruochen Zhao Shafiq R. Joty Yongjie Wang Tan Wang LRM 63 8 0 03 May 2023
NxPlain: Web-based Tool for Discovery of Latent Concepts Fahim Dalvi Nadir Durrani Hassan Sajjad Tamim Jaban Musab Husaini Ummar Abbas 13 1 0 06 Mar 2023
Interpretability in Activation Space Analysis of Transformers: A Focused Survey Soniya Vijayakumar AI4CE 27 3 0 22 Jan 2023
On the Transformation of Latent Space in Fine-Tuned NLP Models Nadir Durrani Hassan Sajjad Fahim Dalvi Firoj Alam 27 18 0 23 Oct 2022
Post-hoc analysis of Arabic transformer models Ahmed Abdelali Nadir Durrani Fahim Dalvi Hassan Sajjad 10 1 0 18 Oct 2022
Lost in Context? On the Sense-wise Variance of Contextualized Word Embeddings Yile Wang Yue Zhang 11 4 0 20 Aug 2022
Analyzing Encoded Concepts in Transformer Language Models Hassan Sajjad Nadir Durrani Fahim Dalvi Firoj Alam A. Khan Jia Xu 8 40 0 27 Jun 2022
Discovering Salient Neurons in Deep NLP Models Nadir Durrani Fahim Dalvi Hassan Sajjad KELM MILM 14 15 0 27 Jun 2022
Discovering Latent Concepts Learned in BERT Fahim Dalvi A. Khan Firoj Alam Nadir Durrani Jia Xu Hassan Sajjad SSL 11 56 0 15 May 2022
Probing for Constituency Structure in Neural Language Models David Arps Younes Samih Laura Kallmeyer Hassan Sajjad 19 12 0 13 Apr 2022
Under the Morphosyntactic Lens: A Multifaceted Evaluation of Gender Bias in Speech Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 38 26 0 18 Mar 2022
Screening Gender Transfer in Neural Machine Translation Guillaume Wisniewski Lichao Zhu Nicolas Bailler François Yvon 6 4 0 25 Feb 2022
Probing Pretrained Models of Source Code Sergey Troshin Nadezhda Chirkova ELM 25 38 0 16 Feb 2022
How Suitable Are Subword Segmentation Strategies for Translating Non-Concatenative Morphology? Chantal Amrhein Rico Sennrich 22 13 0 02 Sep 2021
Neuron-level Interpretation of Deep NLP Models: A Survey Hassan Sajjad Nadir Durrani Fahim Dalvi MILM AI4CE 22 79 0 30 Aug 2021
How transfer learning impacts linguistic knowledge in deep NLP models? Nadir Durrani Hassan Sajjad Fahim Dalvi 13 48 0 31 May 2021
How to Split: the Effect of Word Segmentation on Gender Bias in Speech Translation Marco Gaido Beatrice Savoldi L. Bentivogli Matteo Negri Marco Turchi 54 15 0 28 May 2021
Fine-grained Interpretation and Causation Analysis in Deep NLP Models Hassan Sajjad Narine Kokhlikyan Fahim Dalvi Nadir Durrani MILM 17 8 0 17 May 2021
Searchable Hidden Intermediates for End-to-End Models of Decomposable Sequence Tasks Siddharth Dalmia Brian Yan Vikas Raunak Florian Metze Shinji Watanabe 37 30 0 02 May 2021
Effect of Post-processing on Contextualized Word Representations Hassan Sajjad Firoj Alam Fahim Dalvi Nadir Durrani 6 9 0 15 Apr 2021
Mediators in Determining what Processing BERT Performs First Aviv Slobodkin Leshem Choshen Omri Abend MoE 52 15 0 13 Apr 2021
Gender Bias in Machine Translation Beatrice Savoldi Marco Gaido L. Bentivogli Matteo Negri Marco Turchi 48 191 0 13 Apr 2021
What's the best place for an AI conference, Vancouver or ______: Why completing comparative questions is difficult Avishai Zagoury Einat Minkov Idan Szpektor William W. Cohen ELM 22 6 0 05 Apr 2021
Probing Classifiers: Promises, Shortcomings, and Advances Yonatan Belinkov 224 404 0 24 Feb 2021
Infusing Finetuning with Semantic Dependencies Zhaofeng Wu Hao Peng Noah A. Smith 17 36 0 10 Dec 2020
Understanding Pure Character-Based Neural Machine Translation: The Case of Translating Finnish into English Gongbo Tang Rico Sennrich Joakim Nivre 12 7 0 06 Nov 2020
Analyzing Individual Neurons in Pre-trained Language Models Nadir Durrani Hassan Sajjad Fahim Dalvi Yonatan Belinkov MILM 4 104 0 06 Oct 2020
Dissecting Lottery Ticket Transformers: Structural and Behavioral Study of Sparse Neural Machine Translation Rajiv Movva Jason Zhao 10 12 0 17 Sep 2020
On the Effect of Dropping Layers of Pre-trained Transformer Models Hassan Sajjad Fahim Dalvi Nadir Durrani Preslav Nakov 23 131 0 08 Apr 2020
What you can cram into a single vector: Probing sentence embeddings for linguistic properties Alexis Conneau Germán Kruszewski Guillaume Lample Loïc Barrault Marco Baroni 199 882 0 03 May 2018
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,740 0 26 Sep 2016
Neural versus Phrase-Based Machine Translation Quality: a Case Study L. Bentivogli Arianna Bisazza Mauro Cettolo Marcello Federico 191 328 0 16 Aug 2016