Advancing Semantic Textual Similarity Modeling: A Regression Framework with Translated ReLU and Smooth K2 Loss
Fuente:
arXiv
Guardado en:
| Autores principales: | Zhang, Bowen, Li, Chunping |
|---|---|
| Formato: | Preprint |
| Publicado: |
2024
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity
por: Zhang, Bowen, et al.
Publicado: (2024)
por: Zhang, Bowen, et al.
Publicado: (2024)
PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
por: Song, Zixin, et al.
Publicado: (2025)
por: Song, Zixin, et al.
Publicado: (2025)
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity
por: Hoshino, Sho, et al.
Publicado: (2024)
por: Hoshino, Sho, et al.
Publicado: (2024)
CoDiEmb: A Collaborative yet Distinct Framework for Unified Representation Learning in Information Retrieval and Semantic Textual Similarity
por: Zhang, Bowen, et al.
Publicado: (2025)
por: Zhang, Bowen, et al.
Publicado: (2025)
Advances and Challenges in Semantic Textual Similarity: A Comprehensive Survey
por: Kumar, Lokendra, et al.
Publicado: (2025)
por: Kumar, Lokendra, et al.
Publicado: (2025)
Simple Techniques for Enhancing Sentence Embeddings in Generative Language Models
por: Zhang, Bowen, et al.
Publicado: (2024)
por: Zhang, Bowen, et al.
Publicado: (2024)
Linguistically Conditioned Semantic Textual Similarity
por: Tu, Jingxuan, et al.
Publicado: (2024)
por: Tu, Jingxuan, et al.
Publicado: (2024)
The Geometry of ReLU Networks through the ReLU Transition Graph
por: Dhayalkar, Sahil Rajesh
Publicado: (2025)
por: Dhayalkar, Sahil Rajesh
Publicado: (2025)
KurdSTS: The Kurdish Semantic Textual Similarity
por: Abdullah, Abdulhady Abas, et al.
Publicado: (2025)
por: Abdullah, Abdulhady Abas, et al.
Publicado: (2025)
CSE-SFP: Enabling Unsupervised Sentence Representation Learning via a Single Forward Pass
por: Zhang, Bowen, et al.
Publicado: (2025)
por: Zhang, Bowen, et al.
Publicado: (2025)
Annotating Training Data for Conditional Semantic Textual Similarity Measurement using Large Language Models
por: Zhang, Gaifan, et al.
Publicado: (2025)
por: Zhang, Gaifan, et al.
Publicado: (2025)
Explainable Semantic Textual Similarity via Dissimilar Span Detection
por: Lozano, Diego Miguel, et al.
Publicado: (2026)
por: Lozano, Diego Miguel, et al.
Publicado: (2026)
GATE: General Arabic Text Embedding for Enhanced Semantic Textual Similarity with Matryoshka Representation Learning and Hybrid Loss Training
por: Nacar, Omer, et al.
Publicado: (2025)
por: Nacar, Omer, et al.
Publicado: (2025)
CASE -- Condition-Aware Sentence Embeddings for Conditional Semantic Textual Similarity Measurement
por: Zhang, Gaifan, et al.
Publicado: (2025)
por: Zhang, Gaifan, et al.
Publicado: (2025)
DySem: Uncovering Dynamic Semantic Components of Large Language Models for Calculating Semantic Textual Similarity
por: Zheng, Kaijie, et al.
Publicado: (2026)
por: Zheng, Kaijie, et al.
Publicado: (2026)
CoT-BERT: Enhancing Unsupervised Sentence Representation through Chain-of-Thought
por: Zhang, Bowen, et al.
Publicado: (2023)
por: Zhang, Bowen, et al.
Publicado: (2023)
Are ELECTRA's Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity
por: Rep, Ivan, et al.
Publicado: (2024)
por: Rep, Ivan, et al.
Publicado: (2024)
Just-In-Time Piecewise-Linear Semantics for ReLU-type Networks
por: Duan, Hongyi, et al.
Publicado: (2025)
por: Duan, Hongyi, et al.
Publicado: (2025)
Textual Similarity as a Key Metric in Machine Translation Quality Estimation
por: Sun, Kun, et al.
Publicado: (2024)
por: Sun, Kun, et al.
Publicado: (2024)
PESTS: Persian_English Cross Lingual Corpus for Semantic Textual Similarity
por: Abdous, Mohammad, et al.
Publicado: (2023)
por: Abdous, Mohammad, et al.
Publicado: (2023)
InhibiDistilbert: Knowledge Distillation for a ReLU and Addition-based Transformer
por: Zhang, Tony, et al.
Publicado: (2025)
por: Zhang, Tony, et al.
Publicado: (2025)
SemScore: Automated Evaluation of Instruction-Tuned LLMs based on Semantic Textual Similarity
por: Aynetdinov, Ansar, et al.
Publicado: (2024)
por: Aynetdinov, Ansar, et al.
Publicado: (2024)
ReLU-KAN: New Kolmogorov-Arnold Networks that Only Need Matrix Addition, Dot Multiplication, and ReLU
por: Qiu, Qi, et al.
Publicado: (2024)
por: Qiu, Qi, et al.
Publicado: (2024)
ReLU Networks for Exact Generation of Similar Graphs
por: Ghafoor, Mamoona, et al.
Publicado: (2026)
por: Ghafoor, Mamoona, et al.
Publicado: (2026)
Brownian ReLU(Br-ReLU): A New Activation Function for a Long-Short Term Memory (LSTM) Network
por: Awiakye-Marfo, George, et al.
Publicado: (2026)
por: Awiakye-Marfo, George, et al.
Publicado: (2026)
On Space Folds of ReLU Neural Networks
por: Lewandowski, Michal, et al.
Publicado: (2025)
por: Lewandowski, Michal, et al.
Publicado: (2025)
Is Textual Similarity Invariant under Machine Translation? Evidence Based on the Political Manifesto Corpus
por: Boratyn, Daria, et al.
Publicado: (2026)
por: Boratyn, Daria, et al.
Publicado: (2026)
N-ReLU: Zero-Mean Stochastic Extension of ReLU
por: Manik, Md Motaleb Hossen, et al.
Publicado: (2025)
por: Manik, Md Motaleb Hossen, et al.
Publicado: (2025)
Nearly Optimal Differentially Private ReLU Regression
por: Ding, Meng, et al.
Publicado: (2025)
por: Ding, Meng, et al.
Publicado: (2025)
Online Realizable Regression and Applications for ReLU Networks
por: Doron-Arad, Ilan, et al.
Publicado: (2026)
por: Doron-Arad, Ilan, et al.
Publicado: (2026)
Asymptotic Smoothing of the Lipschitz Loss Landscape in Overparameterized One-Hidden-Layer ReLU Networks
por: Baturin, Saveliy
Publicado: (2026)
por: Baturin, Saveliy
Publicado: (2026)
Why Smooth Stability Assumptions Fail for ReLU Learning
por: Katende, Ronald
Publicado: (2025)
por: Katende, Ronald
Publicado: (2025)
The Resurrection of the ReLU
por: Horuz, Coşku Can, et al.
Publicado: (2025)
por: Horuz, Coşku Can, et al.
Publicado: (2025)
Complexity of Injectivity and Verification of ReLU Neural Networks
por: Froese, Vincent, et al.
Publicado: (2024)
por: Froese, Vincent, et al.
Publicado: (2024)
Deep Learning using Rectified Linear Units (ReLU)
por: Agarap, Abien Fred
Publicado: (2018)
por: Agarap, Abien Fred
Publicado: (2018)
A Similarity Paradigm Through Textual Regularization Without Forgetting
por: Cui, Fangming, et al.
Publicado: (2025)
por: Cui, Fangming, et al.
Publicado: (2025)
On the Depth of Monotone ReLU Neural Networks and ICNNs
por: Bakaev, Egor, et al.
Publicado: (2025)
por: Bakaev, Egor, et al.
Publicado: (2025)
Multilingual Evaluation of Semantic Textual Relatedness
por: Endait, Sharvi, et al.
Publicado: (2024)
por: Endait, Sharvi, et al.
Publicado: (2024)
Competition-based Adaptive ReLU for Deep Neural Networks
por: Chen, Junjia, et al.
Publicado: (2024)
por: Chen, Junjia, et al.
Publicado: (2024)
Discrete Functional Geometry of ReLU Networks via ReLU Transition Graphs
por: Dhayalkar, Sahil Rajesh
Publicado: (2025)
por: Dhayalkar, Sahil Rajesh
Publicado: (2025)
Ejemplares similares
-
Pcc-tuning: Breaking the Contrastive Learning Ceiling in Semantic Textual Similarity
por: Zhang, Bowen, et al.
Publicado: (2024) -
PoLi-RL: A Point-to-List Reinforcement Learning Framework for Conditional Semantic Textual Similarity
por: Song, Zixin, et al.
Publicado: (2025) -
Cross-lingual Transfer or Machine Translation? On Data Augmentation for Monolingual Semantic Textual Similarity
por: Hoshino, Sho, et al.
Publicado: (2024) -
CoDiEmb: A Collaborative yet Distinct Framework for Unified Representation Learning in Information Retrieval and Semantic Textual Similarity
por: Zhang, Bowen, et al.
Publicado: (2025) -
Advances and Challenges in Semantic Textual Similarity: A Comprehensive Survey
por: Kumar, Lokendra, et al.
Publicado: (2025)