arXiv:1909.13494

A Critique of the Smooth Inverse Frequency Sentence Embeddings

Aidana Karipbayeva, Alena Sorokina, Zhenisbek Assylbekov

제출 2019-09-30

원문 초록

We critically review the smooth inverse frequency sentence embedding method of Arora, Liang, and Ma (2017), and show inconsistencies in its setup, derivation, and evaluation.

함께 살펴볼 논문

공통 태그를 근거로 연결했습니다. 실제 인용 관계나 논문의 우수성을 뜻하지 않습니다.

arXiv:2505.12831공통 태그 Sentence, Sentence Embedding, Sentence-Embedding, Sentence Embeddings공식 코드 · Papers with Code 등록 2025-05-19

Contrastive Prompting Enhances Sentence Embeddings in LLMs through Inference-Time Steering

arXiv:2504.16609공통 태그 Sentence, Sentence Embedding, Sentence-Embedding, Sentence Embeddings공식 코드 · Papers with Code 등록 2025-04-23

Information Leakage of Sentence Embeddings via Generative Embedding Inversion Attacks

arXiv:2502.14620공통 태그 Sentence, Sentence Embedding, Sentence-Embedding, Sentence Embeddings공식 코드 · Papers with Code 등록 2025-02-20

Exploring RWKV for Sentence Embeddings: Layer-wise Analysis and Baseline Comparison for Semantic Similarity

arXiv:2506.20203공통 태그 Sentence, Sentence Embedding, Sentence-Embedding, Sentence Embeddings 등록 2025-06-25

Intrinsic vs. Extrinsic Evaluation of Czech Sentence Embeddings: Semantic Relevance Doesn't Help with MT Evaluation

arXiv:2506.04373공통 태그 Sentence, Sentence Embedding, Sentence-Embedding, Sentence Embeddings 등록 2025-06-04

Mechanistic Decomposition of Sentence Representations

arXiv:2505.23790공통 태그 Sentence, Sentence Embedding, Sentence-Embedding, Sentence Embeddings 등록 2025-05-25

Rethinking the Understanding Ability across LLMs through Mutual Information

토론

이 논문과 연결된 포럼 글이 아직 없습니다.

포럼에서 토론 찾기