← Authors

Daniel Cer

34 papers · 2006–2024 · 7 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🐣 Hot Topic Early Bird πŸŒ‰ Interdisciplinary Bridge 🧭 Keyword Pioneer πŸ—ΊοΈ Taxonomy Completionist (45) 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (18) 🌈 Renaissance Researcher (5) 🀝 Dynamic Duo (16) 🧬 Topic Evolution πŸ† Keyword Champion (5) πŸ’Ž Century Club (34) ⚑ Prolific Year (6) πŸ”₯ Unstoppable (11) πŸ—ƒοΈ Keyword Collector (91)

Conferences

ACL (10) SEMEVAL (9) EMNLP (7) NAACL (4) EACL (2) IJCAI (1) IJCNLP (1)

Top co-authors

Yinfei Yang (16) Noah Constant (9) Brian Strope (7) Ray Kurzweil (7) Mandy Guo (7) Gustavo Hernandez Abrego (6) Yun-Hsuan Sung (6) Steve Yuan (5) Mona Diab (5) Christopher D. Manning (5)

Keywords

sentence embedding (6) dual encoder (5) transfer learning (5) cross-lingual retrieval (5) semantic similarity (5) question answering (4) neural retrieval (3) cross-lingual transfer (3) semantic textual similarity (3) multitask training (2) zero-shot learning (2) semantic retrieval (2) multilingual embedding (2) information retrieval (2) representation learning (2) sentence representation (2) prompt tuning (2) natural language inference (2) data augmentation (2) masked language modeling (2)

Papers

Leveraging LLMs for Synthesizing Training Data Across Many Languages in Multilingual Dense Retrieval NAACL 2024
Transforming LLMs into Cross-modal and Cross-lingual Retrieval Systems ACL 2024
Language-agnostic BERT Sentence Embedding ACL 2022
SPoT: Better Frozen Model Adaptation through Soft Prompt Transfer ACL 2022
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models ACL 2022
Overcoming Catastrophic Forgetting in Zero-Shot Cross-Lingual Generation EMNLP 2022
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation IJCNLP 2021
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation ACL 2021
Crisscrossed Captions: Extended Intramodal and Intermodal Semantic Similarity Judgments for MS-COCO EACL 2021
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models EACL 2021
A Simple and Effective Method To Eliminate the Self Language Bias in Multilingual Representations EMNLP 2021
Universal Sentence Representation Learning with Conditional Masked Language Model EMNLP 2021
Multilingual Universal Sentence Encoder for Semantic Retrieval ACL 2020
Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax IJCAI 2019
ReQA: An Evaluation for End-to-End Answer Retrieval Models EMNLP 2019
Hierarchical Document Encoder for Parallel Corpus Mining ACL 2019
Learning Cross-Lingual Sentence Representations via a Multi-task Dual-Encoder Model ACL 2019
Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018
Learning Semantic Textual Similarity from Conversations ACL 2018
Universal Sentence Encoder for English EMNLP 2018
SemEval-2017 Task 1: Semantic Textual Similarity Multilingual and Crosslingual Focused Evaluation SEMEVAL 2017
Proceedings of the 11th International Workshop on Semantic Evaluation (SemEval-2017) SEMEVAL 2017
SemEval-2016 Task 1: Semantic Textual Similarity, Monolingual and Cross-Lingual Evaluation SEMEVAL 2016
Proceedings of the 10th International Workshop on Semantic Evaluation (SemEval-2016) SEMEVAL 2016
Proceedings of the 9th International Workshop on Semantic Evaluation (SemEval 2015) SEMEVAL 2015
SemEval-2015 Task 2: Semantic Textual Similarity, English, Spanish and Pilot on Interpretability SEMEVAL 2015
SemEval-2014 Task 10: Multilingual Semantic Textual Similarity SEMEVAL 2014
Bilingual Word Embeddings for Phrase-Based Machine Translation EMNLP 2013
Fast and Adaptive Online Training of Feature-Rich Translation Models ACL 2013
Stanford: Probabilistic Edit Distance Metrics for STS SEMEVAL 2012
SemEval-2012 Task 6: A Pilot on Semantic Textual Similarity SEMEVAL 2012
The Best Lexical Metric for Phrase-Based Statistical MT System Optimization NAACL 2010
Phrasal: A Statistical Machine Translation Toolkit for Exploring New Model Features NAACL 2010
Learning to recognize features of valid textual entailments NAACL 2006