Probing Pretrained Language Models for Lexical Semantics

12 October 2020

Papers citing "Probing Pretrained Language Models for Lexical Semantics"

29 / 129 papers shown

Title
MirrorWiC: On Eliciting Word-in-Context Representations from Pretrained Language Models Qianchu Liu Fangyu Liu Nigel Collier Anna Korhonen Ivan Vulić 139 21 0 19 Sep 2021
Grounding Natural Language Instructions: Can Large Language Models Capture Spatial Information? Julia Rozanova Deborah Ferreira K. Dubba Weiwei Cheng Dell Zhang André Freitas LM&Ro 37 8 0 17 Sep 2021
Efficient Domain Adaptation of Language Models via Adaptive Tokenization Vin Sachidananda Jason S Kessler Yi-An Lai 21 35 0 15 Sep 2021
Can Language Models Encode Perceptual Structure Without Grounding? A Case Study in Color Mostafa Abdou Artur Kulmizev Daniel Hershcovich Stella Frank Ellie Pavlick Anders Søgaard 14 114 0 13 Sep 2021
Subword Mapping and Anchoring across Languages Giorgos Vernikos Andrei Popescu-Belis 70 12 0 09 Sep 2021
All Bark and No Bite: Rogue Dimensions in Transformer Language Models Obscure Representational Quality William Timkey Marten van Schijndel 213 110 0 09 Sep 2021
Multilingual Multi-Aspect Explainability Analyses on Machine Reading Comprehension Models Yiming Cui Weinan Zhang Wanxiang Che Ting Liu Zhigang Chen Shijin Wang LRM 17 9 0 26 Aug 2021
Exploring the Representation of Word Meanings in Context: A Case Study on Homonymy and Synonymy Marcos Garcia 16 18 0 25 Jun 2021
Visual Probing: Cognitive Framework for Explaining Self-Supervised Image Representations Witold Oleszkiewicz Dominika Basaj Igor Sieradzki Michal Górszczak Barbara Rychalska K. Lewandowska Tomasz Trzciñski Bartosz Zieliñski SSL 37 3 0 21 Jun 2021
Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection Yixiao Wang Zied Bouraoui Luis Espinosa Anke Steven Schockaert 6 4 0 15 Jun 2021
John praised Mary because he? Implicit Causality Bias and Its Interaction with Explicit Cues in LMs Yova Kementchedjhieva Mark Anderson Anders Søgaard 16 13 0 02 Jun 2021
LMMS Reloaded: Transformer-based Sense Embeddings for Disambiguation and Beyond Daniel Loureiro A. Jorge Jose Camacho-Collados 33 26 0 26 May 2021
A comparative evaluation and analysis of three generations of Distributional Semantic Models Alessandro Lenci Magnus Sahlgren Patrick Jeuniaux Amaru Cuba Gyllensten Martina Miliani 24 50 0 20 May 2021
Let's Play Mono-Poly: BERT Can Reveal Words' Polysemy Level and Partitionability into Senses Aina Garí Soler Marianna Apidianaki MILM 209 68 0 29 Apr 2021
Fast, Effective, and Self-Supervised: Transforming Masked Language Models into Universal Lexical and Sentence Encoders Fangyu Liu Ivan Vulić Anna Korhonen Nigel Collier VLM OffRL 27 117 0 16 Apr 2021
Does My Representation Capture X? Probe-Ably Deborah Ferreira Julia Rozanova Mokanarangan Thayaparan Marco Valentino André Freitas 16 11 0 12 Apr 2021
Bertinho: Galician BERT Representations David Vilares Marcos Garcia Carlos Gómez-Rodríguez 62 22 0 25 Mar 2021
Improving the Lexical Ability of Pretrained Language Models for Unsupervised Neural Machine Translation Alexandra Chronopoulou Dario Stojanovski Alexander Fraser SSL 35 26 0 18 Mar 2021
The Interplay of Variant, Size, and Task Type in Arabic Pre-trained Language Models Go Inoue Bashar Alhafni Nurpeiis Baimukan Houda Bouamor Nizar Habash 35 223 0 11 Mar 2021
Superbizarre Is Not Superb: Derivational Morphology Improves BERT's Interpretation of Complex Words Valentin Hofmann J. Pierrehumbert Hinrich Schütze 19 69 0 02 Jan 2021
How Good is Your Tokenizer? On the Monolingual Performance of Multilingual Language Models Phillip Rust Jonas Pfeiffer Ivan Vulić Sebastian Ruder Iryna Gurevych 80 235 0 31 Dec 2020
Verb Knowledge Injection for Multilingual Event Processing Olga Majewska Ivan Vulić Goran Glavavs E. Ponti Anna Korhonen 24 11 0 31 Dec 2020
Dynamic Contextualized Word Embeddings Valentin Hofmann J. Pierrehumbert Hinrich Schütze 39 51 0 23 Oct 2020
Topic Modeling with Contextualized Word Representation Clusters Laure Thompson David M. Mimno 110 83 0 23 Oct 2020
AdapterDrop: On the Efficiency of Adapters in Transformers Andreas Rucklé Gregor Geigle Max Glockner Tilman Beck Jonas Pfeiffer Nils Reimers Iryna Gurevych 46 254 0 22 Oct 2020
Pre-trained Models for Natural Language Processing: A Survey Xipeng Qiu Tianxiang Sun Yige Xu Yunfan Shao Ning Dai Xuanjing Huang LM&MA VLM 243 1,452 0 18 Mar 2020
Multi-SimLex: A Large-Scale Evaluation of Multilingual and Cross-Lingual Lexical Semantic Similarity Ivan Vulić Simon Baker E. Ponti Ulla Petti Ira Leviant ... Eden Bar Matt Malone Thierry Poibeau Roi Reichart Anna Korhonen 16 82 0 10 Mar 2020
Efficient Intent Detection with Dual Sentence Encoders I. Casanueva Tadas Temvcinas D. Gerz Matthew Henderson Ivan Vulić VLM 180 453 0 10 Mar 2020
Unsupervised Cross-Lingual Information Retrieval using Monolingual Data Only Robert Litschko Goran Glavas Simone Paolo Ponzetto Ivan Vulić 65 65 0 02 May 2018