Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items

31 August 2018

Papers citing "Do Language Models Understand Anything? On the Ability of LSTMs to Understand Negative Polarity Items"

26 / 26 papers shown

Title
Probing structural constraints of negation in Pretrained Language Models David Kletz Marie Candito Pascal Amsili 43 0 0 06 Aug 2024
On Behalf of the Stakeholders: Trends in NLP Model Interpretability in the Era of LLMs Nitay Calderon Roi Reichart 47 13 0 27 Jul 2024
LLMs' morphological analyses of complex FST-generated Finnish words Anssi Moisio Mathias Creutz M. Kurimo 52 1 0 11 Jul 2024
Filtered Corpus Training (FiCT) Shows that Language Models can Generalize from Indirect Evidence Abhinav Patil Jaap Jumelet Yu Ying Chiu Andy Lapastora Peter Shen Lexie Wang Clevis Willrich Shane Steinert-Threlkeld 40 13 0 24 May 2024
MELA: Multilingual Evaluation of Linguistic Acceptability Ziyin Zhang Yikang Liu Wei Huang Junyu Mao Rui Wang Hai Hu 32 3 0 15 Nov 2023
Counteracts: Testing Stereotypical Representation in Pre-trained Language Models Damin Zhang Julia Taylor Rayz Romila Pradhan 47 2 0 11 Jan 2023
Leveraging Affirmative Interpretations from Negation Improves Natural Language Understanding Md Mosharaf Hossain Eduardo Blanco 50 4 0 26 Oct 2022
State-of-the-art generalisation research in NLP: A taxonomy and review Dieuwke Hupkes Mario Giulianelli Verna Dankers Mikel Artetxe Yanai Elazar ... Leila Khalatbari Maria Ryskina Rita Frieske Ryan Cotterell Zhijing Jin 129 95 0 06 Oct 2022
Assessing the Limits of the Distributional Hypothesis in Semantic Spaces: Trait-based Relational Knowledge and the Impact of Co-occurrences Mark Anderson Jose Camacho-Collados 35 0 0 16 May 2022
Connecting degree and polarity: An artificial language learning study Lisa Bylinina Alexey Tikhonov Ekaterina Garmash AI4CE 14 0 0 13 Sep 2021
Transformers in the loop: Polarity in neural models of language Lisa Bylinina Alexey Tikhonov 38 0 0 08 Sep 2021
Understanding by Understanding Not: Modeling Negation in Language Models Arian Hosseini Siva Reddy Dzmitry Bahdanau R. Devon Hjelm Alessandro Sordoni Rameswar Panda 22 87 0 07 May 2021
Masked Language Modeling and the Distributional Hypothesis: Order Word Matters Pre-training for Little Koustuv Sinha Robin Jia Dieuwke Hupkes J. Pineau Adina Williams Douwe Kiela 45 245 0 14 Apr 2021
Local Interpretations for Explainable Natural Language Processing: A Survey Siwen Luo Hamish Ivison S. Han Josiah Poon MILM 48 48 0 20 Mar 2021
Language Modelling as a Multi-Task Problem Leon Weber Jaap Jumelet Elia Bruni Dieuwke Hupkes 29 13 0 27 Jan 2021
Can RNNs learn Recursive Nested Subject-Verb Agreements? Yair Lakretz T. Desbordes J. King Benoît Crabbé Maxime Oquab S. Dehaene 160 19 0 06 Jan 2021
Interpreting Graph Neural Networks for NLP With Differentiable Edge Masking M. Schlichtkrull Nicola De Cao Ivan Titov AI4CE 36 214 0 01 Oct 2020
The Sensitivity of Language Models and Humans to Winograd Schema Perturbations Mostafa Abdou Vinit Ravishankar Maria Barrett Yonatan Belinkov Desmond Elliott Anders Søgaard ReLM LRM 62 34 0 04 May 2020
Cross-Linguistic Syntactic Evaluation of Word Prediction Models Aaron Mueller Garrett Nicolai Panayiota Petrou-Zeniou N. Talmina Tal Linzen 22 55 0 01 May 2020
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection Hanjie Chen Guangtao Zheng Yangfeng Ji FAtt 38 92 0 04 Apr 2020
Negated and Misprimed Probes for Pretrained Language Models: Birds Can Talk, But Cannot Fly Nora Kassner Hinrich Schütze 26 316 0 08 Nov 2019
Using Priming to Uncover the Organization of Syntactic Representations in Neural Language Models Grusha Prasad Marten van Schijndel Tal Linzen 40 51 0 23 Sep 2019
Analysing Neural Language Models: Contextual Decomposition Reveals Default Reasoning in Number and Gender Assignment Jaap Jumelet Willem H. Zuidema Dieuwke Hupkes LRM 33 37 0 19 Sep 2019
Probing What Different NLP Tasks Teach Machines about Function Word Comprehension Najoung Kim Roma Patel Adam Poliak Alex Jinpeng Wang Patrick Xia ... Alexis Ross Tal Linzen Benjamin Van Durme Samuel R. Bowman Ellie Pavlick 28 106 0 25 Apr 2019
Linguistic Knowledge and Transferability of Contextual Representations Nelson F. Liu Matt Gardner Yonatan Belinkov Matthew E. Peters Noah A. Smith 52 722 0 21 Mar 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 201 883 0 03 May 2018