Nils Reimers
18 papers · 2016–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (44) 🏃 Academic Marathon · Half 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
🌟
Keyword Trendsetter Combo
(4)
🤝
Dynamic Duo
(16)
🏆
Keyword Champion
(4)
🧭
Keyword Pioneer
🔥
Unstoppable · Bronze
💎
Century Club · Bronze
🗃️
Keyword Collector
(86)
Venues
Top co-authors
Research topics
Machine Learning
(15)
Natural Language Processing
(14)
Core Methods
(12)
Deep Learning
(8)
Learning Types · Machine Learning
(8)
Applications · Natural Language Processing
(7)
Learning Types · Deep Learning
(7)
Application Areas
(4)
Resources & Methods
(4)
Artificial Intelligence
(3)
Generation
(3)
Optimization & Theory
(3)
Computer Science
(2)
Applications · Computer Science
(2)
Architectures
(2)
Keywords
information retrieval
(5)
semantic textual similarity
(4)
representation learning
(3)
domain adaptation
(3)
sentence embedding
(3)
dense retrieval
(3)
text clustering
(2)
neural retrieval
(2)
unsupervised learning
(2)
contextualized representation
(2)
few-shot learning
(1)
knowledge distillation
(1)
data augmentation
(1)
cross-lingual transfer
(1)
argument mining
(1)
benchmark evaluation
(1)
sparse representation
(1)
unsupervised domain adaptation
(1)
text classification
(1)
zero-shot learning
(1)
Papers
GRITHopper: Decomposition-Free Multi-Hop Dense Retrieval
EACL 2026
DAPR: A Benchmark on Document-Aware Passage Retrieval
ACL 2024
Triple-Encoders: Representations That Fire Together, Wire Together
ACL 2024
MTEB: Massive Text Embedding Benchmark
EACL 2023
GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval
NAACL 2022
Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking
EMNLP 2022
UKP-SQUARE: An Online Platform for Question Answering Research
ACL 2022
AdapterDrop: On the Efficiency of Adapters in Transformers
EMNLP 2021
Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks
NAACL 2021
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes
ACL 2021
TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning
EMNLP 2021
Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation
EMNLP 2020
Classification and Clustering of Arguments with Contextualized Word Embeddings
ACL 2019
Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution
ACL 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks
EMNLP 2019
Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging
EMNLP 2017
Task-Oriented Intrinsic Evaluation of Semantic Textual Similarity
COLING 2016
Temporal Anchoring of Events for the TimeBank Corpus
ACL 2016