SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models

16 February 2020

Papers citing "SBERT-WK: A Sentence Embedding Method by Dissecting BERT-based Word Models"

23 / 23 papers shown

Title
DioR: Adaptive Cognitive Detection and Contextual Retrieval Optimization for Dynamic Retrieval-Augmented Generation Hanghui Guo Jia Zhu Shimin Di Weijie Shi Zhangze Chen Jiajie Xu 35 0 0 14 Apr 2025
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language Models Shengkang Wang Hongzhan Lin Ziyang Luo Zhen Ye Guang Chen Jing Ma 68 3 0 17 Jun 2024
Sentiment analysis in Tourism: Fine-tuning BERT or sentence embeddings concatenation? Ibrahim Bouabdallaoui Fatima Guerouate Samya Bouhaddour C. Saadi Mohammed Sbihi 22 0 0 12 Dec 2023
An Overview on Language Models: Recent Developments and Outlook Chengwei Wei Yun Cheng Wang Bin Wang C.-C. Jay Kuo 30 42 0 10 Mar 2023
SpeechFormer++: A Hierarchical Efficient Framework for Paralinguistic Speech Processing Weidong Chen Xiaofen Xing Xiangmin Xu Jianxin Pang Lan Du 30 38 0 27 Feb 2023
NoPPA: Non-Parametric Pairwise Attention Random Walk Model for Sentence Representation Xuansheng Wu Zhiyi Zhao Ninghao Liu 24 0 0 24 Feb 2023
Probing Out-of-Distribution Robustness of Language Models with Parameter-Efficient Transfer Learning Hyunsoo Cho Choonghyun Park Junyeop Kim Hyuhng Joon Kim Kang Min Yoo Sang-goo Lee OODD 35 3 0 27 Jan 2023
Relational Sentence Embedding for Flexible Semantic Matching Bin Wang Haizhou Li 27 4 0 17 Dec 2022
Analyzing and Evaluating Faithfulness in Dialogue Summarization Bin Wang Chen Zhang Yan Zhang Yiming Chen Haizhou Li HILM 41 15 0 21 Oct 2022
Addressing Token Uniformity in Transformers via Singular Value Transformation Hanqi Yan Lin Gui Wenjie Li Yulan He 32 14 0 24 Aug 2022
SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features Juri Opitz Anette Frank 34 33 0 14 Jun 2022
Just Rank: Rethinking Evaluation with Word and Sentence Similarities Bin Wang C.-C. Jay Kuo Haizhou Li ELM 24 29 0 05 Mar 2022
Comparison and Combination of Sentence Embeddings Derived from Different Supervision Signals Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 20 8 0 07 Feb 2022
Open-Domain, Content-based, Multi-modal Fact-checking of Out-of-Context Images via Online Resources Sahar Abdelnabi Rakibul Hasan Mario Fritz 26 74 0 30 Nov 2021
Task-Specific Dependency-based Word Embedding Methods Chengwei Wei Bin Wang C.-C. Jay Kuo 33 6 0 26 Oct 2021
Global Explainability of BERT-Based Evaluation Metrics by Disentangling along Linguistic Factors Marvin Kaster Wei-Ye Zhao Steffen Eger 33 24 0 08 Oct 2021
A New Sentence Ordering Method Using BERT Pretrained Model Melika Golestani S. Z. Razavi Heshaam Faili 21 2 0 26 Aug 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 39 202 0 03 Jun 2021
Natural Language Understanding for Argumentative Dialogue Systems in the Opinion Building Domain W. A. Abro Annalena Aicher Niklas Rach Stefan Ultes Wolfgang Minker Guilin Qi 31 32 0 03 Mar 2021
COSMOS: Catching Out-of-Context Misinformation with Self-Supervised Learning Shivangi Aneja C. Bregler Matthias Nießner SSL 58 48 0 15 Jan 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 446 2,589 0 03 Sep 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 201 882 0 03 May 2018
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 299 6,984 0 20 Apr 2018