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What do Neural Machine Translation Models Learn about Morphology?

11 April 2017

Papers citing "What do Neural Machine Translation Models Learn about Morphology?"

50 / 251 papers shown

Title
ChiKhaPo: A Large-Scale Multilingual Benchmark for Evaluating Lexical Comprehension and Generation in Large Language Models Emily Chang Niyati Bafna ELM 95 0 0 19 Oct 2025
Beyond the Leaderboard: Understanding Performance Disparities in Large Language Models via Model Diffing Sabri Boughorbel Fahim Dalvi Nadir Durrani Majd Hawasly 88 0 0 23 Sep 2025
Do All Autoregressive Transformers Remember Facts the Same Way? A Cross-Architecture Analysis of Recall Mechanisms Minyeong Choe Haehyun Cho Changho Seo Hyunil Kim KELM HILM 102 2 0 10 Sep 2025
Interpreting the Effects of Quantization on LLMs Manpreet Singh Hassan Sajjad MQ MILM 253 0 0 22 Aug 2025
Probing Syntax in Large Language Models: Successes and Remaining Challenges Pablo Diego-Simón Emmanuel Chemla J. King Yair Lakretz 190 1 0 05 Aug 2025
On the Performance of Concept Probing: The Influence of the Data (Extended Version) Manuel de Sousa Ribeiro Afonso Leote João Leite 118 1 0 24 Jul 2025
Large Language Models Encode Semantics in Low-Dimensional Linear Subspaces Baturay Saglam Paul Kassianik Blaine Nelson Sajana Weerawardhena Yaron Singer Amin Karbasi 107 2 0 13 Jul 2025
SAEs Are Good for Steering -- If You Select the Right Features Dana Arad Aaron Mueller Yonatan Belinkov LLMSV 171 18 0 26 May 2025
Designing and Contextualising Probes for African Languages Wisdom Aduah Francois Meyer 291 0 0 15 May 2025
Are We Paying Attention to Her? Investigating Gender Disambiguation and Attention in Machine Translation Chiara Manna Afra Alishahi Frédéric Blain Eva Vanmassenhove 271 3 0 13 May 2025
Signatures of human-like processing in Transformer forward passes Jennifer Hu Michael A. Lepori Michael Franke AI4CE 923 0 0 18 Apr 2025
Feature Learning beyond the Lazy-Rich Dichotomy: Insights from Representational Geometry Chi-Ning Chou Hang Le Yichen Wang SueYeon Chung 324 1 0 23 Mar 2025
MoLEx: Mixture of Layer Experts for Finetuning with Sparse UpcyclingInternational Conference on Learning Representations (ICLR), 2025 R. Teo T. Nguyen MoE 308 4 0 14 Mar 2025
AxBERT: An Interpretable Chinese Spelling Correction Method Driven by Associative Knowledge Network Fanyu Wang Hangyu Zhu Zhenping Xie 185 0 0 04 Mar 2025
How do Multimodal Foundation Models Encode Text and Speech? An Analysis of Cross-Lingual and Cross-Modal RepresentationsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2024 Hyunji Lee Danni Liu Supriti Sinhamahapatra Jan Niehues 393 4 0 21 Feb 2025
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of TransformersNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Anton Razzhigaev Matvey Mikhalchuk Temurbek Rahmatullaev Elizaveta Goncharova Polina Druzhinina Ivan Oseledets Andrey Kuznetsov 225 7 0 20 Feb 2025
The Geometry of Prompting: Unveiling Distinct Mechanisms of Task Adaptation in Language ModelsNorth American Chapter of the Association for Computational Linguistics (NAACL), 2025 Artem Kirsanov Chi-Ning Chou Kyunghyun Cho SueYeon Chung AI4CE 149 10 0 11 Feb 2025
How not to Stitch Representations to Measure Similarity: Task Loss Matching versus Direct MatchingAAAI Conference on Artificial Intelligence (AAAI), 2024 András Balogh Márk Jelasity 206 1 0 15 Dec 2024
Identifying and Manipulating Personality Traits in LLMs Through Activation Engineering Rumi A. Allbert James K. Wiles Vlad Grankovsky LLMSV AI4CE 347 3 0 10 Dec 2024
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language ModelsConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Zheng Zhao Yftah Ziser Shay B. Cohen 151 7 0 25 Oct 2024
Tokenization and Morphology in Multilingual Language Models: A Comparative Analysis of mT5 and ByT5 Thao Anh Dang Limor Raviv Lukas Galke 237 8 0 15 Oct 2024
Mechanistic?BlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackBoxNLP), 2024 Naomi Saphra Sarah Wiegreffe AI4CE 209 31 0 07 Oct 2024
The representation landscape of few-shot learning and fine-tuning in large language modelsNeural Information Processing Systems (NeurIPS), 2024 Diego Doimo Alessandro Serra A. Ansuini Alberto Cazzaniga 289 11 0 05 Sep 2024
Learning Co-Speech Gesture Representations in Dialogue through Contrastive Learning: An Intrinsic EvaluationInternational Conference on Multimodal Interaction (ICMI), 2024 E. Ghaleb Bulat Khaertdinov Wim Pouw Marlou Rasenberg Judith Holler Aslı Özyürek Raquel Fernández SSL 171 2 0 31 Aug 2024
The Quest for the Right Mediator: Surveying Mechanistic Interpretability Through the Lens of Causal Mediation AnalysisComputational Linguistics (CL), 2024 Aaron Mueller Jannik Brinkmann Millicent Li Samuel Marks Koyena Pal ... Arnab Sen Sharma Jiuding Sun Eric Todd David Bau Yonatan Belinkov CML 454 34 0 02 Aug 2024
Voices Unheard: NLP Resources and Models for Yorùbá Regional Dialects Orevaoghene Ahia Anuoluwapo Aremu Diana Abagyan Hila Gonen David Ifeoluwa Adelani Daud Abolade Noah A. Smith Yulia Tsvetkov 313 13 0 27 Jun 2024
In Tree Structure Should Sentence Be Generated Yaguang Li Xin Chen 77 0 0 20 Jun 2024
Estimating Knowledge in Large Language Models Without Generating a Single TokenConference on Empirical Methods in Natural Language Processing (EMNLP), 2024 Daniela Gottesman Mor Geva 207 27 0 18 Jun 2024
What Should Embeddings Embed? Autoregressive Models Represent Latent Generating Distributions Liyi Zhang Michael Y. Li Thomas Griffiths 154 4 0 06 Jun 2024
InversionView: A General-Purpose Method for Reading Information from Neural Activations Xinting Huang Madhur Panwar Navin Goyal Michael Hahn 307 9 0 27 May 2024
I Have an Attention Bridge to Sell You: Generalization Capabilities of Modular Translation Architectures Timothee Mickus Ananda Sreenidhi Joseph Attieh 229 0 0 27 Apr 2024
Locating and Editing Factual Associations in Mamba Arnab Sen Sharma David Atkinson David Bau KELM 202 37 0 04 Apr 2024
Dive into the Chasm: Probing the Gap between In- and Cross-Topic Generalization Andreas Waldis Yufang Hou Iryna Gurevych ELM 185 9 0 02 Feb 2024
Deep de Finetti: Recovering Topic Distributions from Large Language Models Liyi Zhang R. Thomas McCoy T. Sumers Jian-Qiao Zhu Thomas Griffiths BDL 189 8 0 21 Dec 2023
INSPECT: Intrinsic and Systematic Probing Evaluation for Code TransformersIEEE Transactions on Software Engineering (TSE), 2023 Anjan Karmakar Romain Robbes 185 5 0 08 Dec 2023
Multilingual Nonce Dependency Treebanks: Understanding how Language Models represent and process syntactic structureNorth American Chapter of the Association for Computational Linguistics (NAACL), 2023 David Arps Laura Kallmeyer Younes Samih Hassan Sajjad 221 3 0 13 Nov 2023
The Shape of Learning: Anisotropy and Intrinsic Dimensions in Transformer-Based ModelsFindings (Findings), 2023 Anton Razzhigaev Matvey Mikhalchuk Elizaveta Goncharova Ivan Oseledets Denis Dimitrov Andrey Kuznetsov 269 21 0 10 Nov 2023
Unlearn What You Want to Forget: Efficient Unlearning for LLMsConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Jiaao Chen Diyi Yang MU 278 210 0 31 Oct 2023
Verb Conjugation in Transformers Is Determined by Linear Encodings of Subject NumberConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Sophie Hao Tal Linzen 134 6 0 23 Oct 2023
Understanding the Inner Workings of Language Models Through Representation DissimilarityConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Davis Brown Charles Godfrey Nicholas Konz Jonathan Tu Henry Kvinge 179 12 0 23 Oct 2023
Disentangling the Linguistic Competence of Privacy-Preserving BERTBlackboxNLP Workshop on Analyzing and Interpreting Neural Networks for NLP (BlackboxNLP), 2023 Stefan Arnold Nils Kemmerzell Annika Schreiner 216 0 0 17 Oct 2023
Unsupervised Contrast-Consistent Ranking with Language ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Niklas Stoehr Pengxiang Cheng Jing Wang Daniel Preoţiuc-Pietro Rajarshi Bhowmik ALM 181 14 0 13 Sep 2023
Why do universal adversarial attacks work on large language models?: Geometry might be the answer Varshini Subhash Anna Bialas Weiwei Pan Finale Doshi-Velez AAML 165 16 0 01 Sep 2023
Scaling up Discovery of Latent Concepts in Deep NLP ModelsConference of the European Chapter of the Association for Computational Linguistics (EACL), 2023 Majd Hawasly Fahim Dalvi Nadir Durrani 255 6 0 20 Aug 2023
Linearity of Relation Decoding in Transformer Language ModelsInternational Conference on Learning Representations (ICLR), 2023 Evan Hernandez Arnab Sen Sharma Tal Haklay Kevin Meng Martin Wattenberg Jacob Andreas Yonatan Belinkov David Bau KELM 303 130 0 17 Aug 2023
Morphosyntactic probing of multilingual BERT modelsNatural Language Engineering (NLE), 2023 Judit Ács Endre Hamerlik Roy Schwartz Noah A. Smith András Kornai 159 15 0 09 Jun 2023
Assessing Word Importance Using Models Trained for Semantic TasksAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Dávid Javorský Ondrej Bojar François Yvon 110 3 0 31 May 2023
NeuroX Library for Neuron Analysis of Deep NLP ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2023 Fahim Dalvi Hassan Sajjad Nadir Durrani 205 14 0 26 May 2023
On convex decision regions in deep network representationsNature Communications (Nat. Commun.), 2023 Lenka Tvetková Thea Brusch Teresa Scheidt Fabian Martin Mager R. Aagaard Jonathan Foldager T. S. Alstrøm Lars Kai Hansen 262 4 0 26 May 2023
Can LLMs facilitate interpretation of pre-trained language models?Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Basel Mousi Nadir Durrani Fahim Dalvi 260 15 0 22 May 2023