Daniel Cer
34 papers · 2006–2024 · 7 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (18) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (14)
🌍
Conference Polyglot
(7)
🏃
Academic Marathon
(18)
🌈
Renaissance Researcher
(5)
🤝
Dynamic Duo
(16)
🧬
Topic Evolution
🏆
Keyword Champion
(5)
💎
Century Club
(34)
⚡
Prolific Year
(6)
🔥
Unstoppable
(11)
🗃️
Keyword Collector
(91)
Conferences
ACL (10)
SEMEVAL (9)
EMNLP (7)
NAACL (4)
EACL (2)
IJCAI (1)
IJCNLP (1)
Top co-authors
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