SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features

14 June 2022

Papers citing "SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features"

21 / 21 papers shown

Title
Conjuring Semantic Similarity Tian Yu Liu Stefano Soatto DiffM 27 0 0 21 Oct 2024
Tracking linguistic information in transformer-based sentence embeddings through targeted sparsification Vivi Nastase Paola Merlo 23 2 0 25 Jul 2024
Are there identifiable structural parts in the sentence embedding whole? Vivi Nastase Paola Merlo 25 3 0 24 Jun 2024
Space Decomposition for Sentence Embedding Wuttikorn Ponwitayarat Peerat Limkonchotiwat E. Chuangsuwanich Sarana Nutanong 24 0 0 05 Jun 2024
Natural Language Processing RELIES on Linguistics Juri Opitz Shira Wein Nathan Schneider AI4CE 44 7 0 09 May 2024
WordDecipher: Enhancing Digital Workspace Communication with Explainable AI for Non-native English Speakers Yuexi Chen Zhicheng Liu 22 1 0 10 Apr 2024
Onco-Retriever: Generative Classifier for Retrieval of EHR Records in Oncology Shashi Kant Gupta Aditya Basu Bradley Taylor Anai N. Kothari Hrituraj Singh RALM 21 3 0 10 Apr 2024
Approximate Attributions for Off-the-Shelf Siamese Transformers Lucas Moller Dmitry Nikolaev Sebastian Padó 13 4 0 05 Feb 2024
ArcheType: A Novel Framework for Open-Source Column Type Annotation using Large Language Models Ben Feuer Yurong Liu Chinmay Hegde Juliana Freire AI4TS VLM 8 9 0 27 Oct 2023
Meaning Representations from Trajectories in Autoregressive Models Tian Yu Liu Matthew Trager Alessandro Achille Pramuditha Perera L. Zancato Stefano Soatto 21 13 0 23 Oct 2023
An Attribution Method for Siamese Encoders Lucas Moller Dmitry Nikolaev Sebastian Padó 8 4 0 09 Oct 2023
Towards Explainable Evaluation Metrics for Machine Translation Christoph Leiter Piyawat Lertvittayakumjorn M. Fomicheva Wei-Ye Zhao Yang Gao Steffen Eger ELM 26 12 0 22 Jun 2023
AMR4NLI: Interpretable and robust NLI measures from semantic graphs Juri Opitz Shira Wein Julius Steen Anette Frank Nathan Schneider 31 0 0 01 Jun 2023
Empirical Sufficiency Lower Bounds for Language Modeling with Locally-Bootstrapped Semantic Structures Jakob Prange Emmanuele Chersoni 22 0 0 30 May 2023
Natural Language Decompositions of Implicit Content Enable Better Text Representations Alexander Miserlis Hoyle Rupak Sarkar Pranav Goel Philip Resnik AI4CE 31 12 0 23 May 2023
Description-Based Text Similarity Shauli Ravfogel Valentina Pyatkin Amir D. N. Cohen Avshalom Manevich Yoav Goldberg 20 5 0 21 May 2023
NevIR: Negation in Neural Information Retrieval Orion Weller Dawn J Lawrie Benjamin Van Durme MU 54 18 0 12 May 2023
SMATCH++: Standardized and Extended Evaluation of Semantic Graphs Juri Opitz 14 22 0 11 May 2023
Improving Contrastive Learning of Sentence Embeddings from AI Feedback M. Abouheaf W. Gueaieb Md. Suruz Miah D. Spinello Xipeng Qiu 54 37 0 03 May 2023
Representation biases in sentence transformers Dmitry Nikolaev Sebastian Padó 16 7 0 30 Jan 2023
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks Nandan Thakur Nils Reimers Johannes Daxenberger Iryna Gurevych 197 241 0 16 Oct 2020