BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance

16 October 2019

Papers citing "BERTRAM: Improved Word Embeddings Have Big Impact on Contextualized Model Performance"

11 / 11 papers shown

Title
HYPEROFA: Expanding LLM Vocabulary to New Languages via Hypernetwork-Based Embedding Initialization Enes Özeren Yihong Liu Hinrich Schütze 41 0 0 21 Apr 2025
The Impact of Word Splitting on the Semantic Content of Contextualized Word Representations Aina Garí Soler Matthieu Labeau Chloé Clavel VLM 47 2 0 22 Feb 2024
Unsupervised Paraphrasing of Multiword Expressions Takashi Wada Yuji Matsumoto Timothy Baldwin Jey Han Lau 34 0 0 02 Jun 2023
READIN: A Chinese Multi-Task Benchmark with Realistic and Diverse Input Noises Chenglei Si Zhengyan Zhang Yingfa Chen Xiaozhi Wang Zhiyuan Liu Maosong Sun AAML 26 1 0 14 Feb 2023
Searching for Optimal Subword Tokenization in Cross-domain NER Ruotian Ma Yiding Tan Xin Zhou Xuanting Chen Di Liang Sirui Wang Wei Wu Tao Gui Qi Zhang OOD 64 14 0 07 Jun 2022
Sample Efficient Approaches for Idiomaticity Detection Dylan Phelps Xu Fan Edward Gow-Smith Harish Tayyar Madabushi Carolina Scarton Aline Villavicencio 31 1 0 23 May 2022
SemEval-2022 Task 2: Multilingual Idiomaticity Detection and Sentence Embedding Harish Tayyar Madabushi Edward Gow-Smith Marcos García Carolina Scarton M. Idiart Aline Villavicencio 20 48 0 21 Apr 2022
Recent Advances in Natural Language Processing via Large Pre-Trained Language Models: A Survey Bonan Min Hayley L Ross Elior Sulem Amir Pouran Ben Veyseh Thien Huu Nguyen Oscar Sainz Eneko Agirre Ilana Heinz Dan Roth LM&MA VLM AI4CE 83 1,039 0 01 Nov 2021
Improving Low Compute Language Modeling with In-Domain Embedding Initialisation Charles F Welch Rada Mihalcea Jonathan K. Kummerfeld AI4CE 24 4 0 29 Sep 2020
E-BERT: Efficient-Yet-Effective Entity Embeddings for BERT Nina Poerner Ulli Waltinger Hinrich Schütze 20 156 0 09 Nov 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Zhehuai Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 718 6,750 0 26 Sep 2016