Daniel Cer

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authored 5 papers about 1 month ago

Gecko: Versatile Text Embeddings Distilled from Large Language Models

Paper • 2403.20327 • Published Mar 29, 2024 • 48

Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems

Paper • 2404.01616 • Published Apr 2, 2024

Universal Sentence Encoder

Paper • 1803.11175 • Published Mar 29, 2018

EmbeddingGemma: Powerful and Lightweight Text Representations

Paper • 2509.20354 • Published Sep 24 • 41

SeqGenSQL -- A Robust Sequence Generation Model for Structured Query Language

Paper • 2011.03836 • Published Nov 7, 2020

authored 8 papers almost 2 years ago

Multilingual Universal Sentence Encoder for Semantic Retrieval

Paper • 1907.04307 • Published Jul 9, 2019

Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation

Paper • 2205.12647 • Published May 25, 2022

Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models

Paper • 2108.08877 • Published Aug 19, 2021 • 2

NT5?! Training T5 to Perform Numerical Reasoning

Paper • 2104.07307 • Published Apr 15, 2021

MultiReQA: A Cross-Domain Evaluation for Retrieval Question Answering Models

Paper • 2005.02507 • Published May 5, 2020

SemEval-2017 Task 1: Semantic Textual Similarity - Multilingual and Cross-lingual Focused Evaluation

Paper • 1708.00055 • Published Jul 31, 2017

Language-agnostic BERT Sentence Embedding

Paper • 2007.01852 • Published Jul 3, 2020 • 2

Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval

Paper • 2311.05800 • Published Nov 10, 2023 • 4