Nils Reimers

发表

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks

Iryna Gurevych, Nils Reimers, Nils Reimers, 2019, EMNLP.

Classification and Clustering of Arguments with Contextualized Word Embeddings

Iryna Gurevych, Nils Reimers, Johannes Daxenberger, 2019, ACL.

Task-Oriented Intrinsic Evaluation of Semantic Textual Similarity

Iryna Gurevych, Nils Reimers, Philip Beyer, 2016, COLING.

Why Comparing Single Performance Scores Does Not Allow to Draw Conclusions About Machine Learning Approaches pdf

Iryna Gurevych, Nils Reimers, Nils Reimers, 2018, ArXiv.

GermEval-2014: Nested Named Entity Recognition with Neural Networks

Iryna Gurevych, Nils Reimers, Judith Eckle-Kohler, 2014 .

Breaking the Subtopic Barrier in Cross-Document Event Coreference Resolution

Ido Dagan, Iryna Gurevych, Nils Reimers, 2020, Text2Story@ECIR.

Optimal Hyperparameters for Deep LSTM-Networks for Sequence Labeling Tasks pdf

Iryna Gurevych, Nils Reimers, Nils Reimers, 2017, ArXiv.

Augmented SBERT: Data Augmentation Method for Improving Bi-Encoders for Pairwise Sentence Scoring Tasks pdf

Iryna Gurevych, Nils Reimers, Johannes Daxenberger, 2020, NAACL.

Reporting Score Distributions Makes a Difference: Performance Study of LSTM-networks for Sequence Tagging

Iryna Gurevych, Nils Reimers, Nils Reimers, 2017, EMNLP.

Revisiting Joint Modeling of Cross-document Entity and Event Coreference Resolution

Ido Dagan, Nils Reimers, Vered Shwartz, 2019, ACL.

Event Nugget Detection, Classification and Coreference Resolution using Deep Neural Networks and Gradient Boosted Decision Trees

Iryna Gurevych, Nils Reimers, Nils Reimers, 2015 .

The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes

Nils Reimers, Iryna Gurevych, 2020, ACL.

GPL: Generative Pseudo Labeling for Unsupervised Domain Adaptation of Dense Retrieval

Nils Reimers, Iryna Gurevych, Nandan Thakur, 2021, NAACL.

A Novel Attack Model for Collusion Secure Fingerprinting Codes

Nils Reimers, Martin Steinebach, Marcel Schäfer, 2016, Media Watermarking, Security, and Forensics.

A Tool for NLP-Preprocessing in Literary Text Analysis

Isabella Reger, Fotis Jannidis, Nils Reimers, 2016, DH.

Domain Adaptation for Memory-Efficient Dense Retrieval

Nils Reimers, Nandan Thakur, Jimmy Lin, 2022, ArXiv.

Incorporating Relevance Feedback for Information-Seeking Retrieval using Few-Shot Document Re-Ranking

Leonardo F. R. Ribeiro, Nils Reimers, Iryna Gurevych, 2022, EMNLP.

Efficient Few-Shot Learning Without Prompts

Nils Reimers, Lewis Tunstall, Unso Eun Seo Jo, 2022, ArXiv.

MTEB: Massive Text Embedding Benchmark

Nils Reimers, Niklas Muennighoff, Nouamane Tazi, 2022, ArXiv.

Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora

Iryna Gurevych, Michael Bugert, Nils Reimers, 2020, CL.

Cross-Document Event Coreference Resolution Beyond Corpus-Tailored Systems

Nils Reimers, Iryna Gurevych, M. Bugert, 2020, ArXiv.

Universal Machine Learning Methods for Detecting and Temporal Anchoring of Events

Nils Fabian Reimers, Nils Reimers, 2018 .

BEIR: A Heterogenous Benchmark for Zero-shot Evaluation of Information Retrieval Models pdf

Iryna Gurevych, Andreas Ruckl'e, Abhishek Srivastava, 2021, NeurIPS Datasets and Benchmarks.

Retrieve Fast, Rerank Smart: Cooperative and Joint Approaches for Improved Cross-Modal Retrieval

Nils Reimers, Iryna Gurevych, Ivan Vulic, 2021, TACL.

Event Nugget Detection, Classification and Coreference Resolution using Deep Neural Networks and eXtreme Grandient Boosting

Iryna Gurevych, Nils Reimers, Nils Reimers, 2015, TAC.

AdapterDrop: On the Efficiency of Adapters in Transformers

Iryna Gurevych, Jonas Pfeiffer, Andreas Ruckl'e, 2020, EMNLP.

Making Monolingual Sentence Embeddings Multilingual Using Knowledge Distillation

Iryna Gurevych, Nils Reimers, Nils Reimers, 2020, EMNLP.

Event Time Extraction with a Decision Tree of Neural Classifiers

Iryna Gurevych, Nils Reimers, Nazanin Dehghani, 2018, TACL.

TSDAE: Using Transformer-based Sequential Denoising Auto-Encoder for Unsupervised Sentence Embedding Learning

Iryna Gurevych, Nils Reimers, Kexin Wang, 2021, EMNLP.

MTEB: Massive Text Embedding Benchmark

Nils Reimers, Niklas Muennighoff, Nouamane Tazi, 2022, EACL.

TWEAC: Transformer with Extendable QA Agent Classifiers

Nils Reimers, Iryna Gurevych, Gregor Geigle, 2021, ArXiv.

The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes pdf

Iryna Gurevych, Nils Reimers, Nils Reimers, 2020, ACL.

DAPR: A Benchmark on Document-Aware Passage Retrieval

Nils Reimers, Iryna Gurevych, Kexin Wang, 2023, ArXiv.

Injecting Domain Adaptation with Learning-to-hash for Effective and Efficient Zero-shot Dense Retrieval

Nils Reimers, Nandan Thakur, Jimmy Lin, 2022, 2205.11498.

UKP-SQUARE: An Online Platform for Question Answering Research

Leonardo F. R. Ribeiro, Gözde Gül Sahin, Gözde Gül Şahin, 2022, ACL.

Alternative Weighting Schemes for ELMo Embeddings pdf

Iryna Gurevych, Nils Reimers, Nils Reimers, 2019, ArXiv.

Temporal Anchoring of Events for the TimeBank Corpus

Iryna Gurevych, Nils Reimers, Nazanin Dehghani, 2016, ACL.

Robust Hash Algorithms for Text

Nils Reimers, Martin Steinebach, Patrick Wolf, 2013, Communications and Multimedia Security.