MTEB: Massive Text Embedding Benchmark EACL

Niklas Muennighoff | Nouamane Tazi | Loic Magne | Nils Reimers |

UKP-SQUARE: An Online Platform for Question Answering Research ACL

Tim Baumgärtner | Kexin Wang | Rachneet Sachdeva | Gregor Geigle | Max Eichler | Clifton Poth | Hannah Sterz | Haritz Puerto | Leonardo F. R. Ribeiro | Jonas Pfeiffer | Nils Reimers | Gözde Şahin | Iryna Gurevych |

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

Gregor Geigle | Jonas Pfeiffer | Nils Reimers | Ivan Vulić | Iryna Gurevych |

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

Kexin Wang | Nandan Thakur | Nils Reimers | Iryna Gurevych |

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

Tim Baumgärtner | Leonardo F. R. Ribeiro | Nils Reimers | Iryna Gurevych |

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

Nandan Thakur | Nils Reimers | Johannes Daxenberger | Iryna Gurevych |

AdapterDrop: On the Efficiency of Adapters in Transformers EMNLP

Andreas Rücklé | Gregor Geigle | Max Glockner | Tilman Beck | Jonas Pfeiffer | Nils Reimers | Iryna Gurevych |

TSDAE: Using Transformer-based Sequential Denoising Auto-Encoderfor Unsupervised Sentence Embedding Learning EMNLP Findings

Kexin Wang | Nils Reimers | Iryna Gurevych |

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

Nils Reimers | Iryna Gurevych |

Generalizing Cross-Document Event Coreference Resolution Across Multiple Corpora CL

Michael Bugert | Nils Reimers | Iryna Gurevych |

Making Monolingual Sentence Embeddings Multilingual using Knowledge Distillation EMNLP

Nils Reimers | Iryna Gurevych |

Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks EMNLP

Nils Reimers | Iryna Gurevych |

Classification and Clustering of Arguments with Contextualized Word Embeddings ACL

Nils Reimers | Benjamin Schiller | Tilman Beck | Johannes Daxenberger | Christian Stab | Iryna Gurevych |

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

Shany Barhom | Vered Shwartz | Alon Eirew | Michael Bugert | Nils Reimers | Ido Dagan |

Event Time Extraction with a Decision Tree of Neural Classifiers TACL

Nils Reimers | Nazanin Dehghani | Iryna Gurevych |

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

Nils Reimers | Iryna Gurevych |

Task-Oriented Intrinsic Evaluation of Semantic Textual Similarity COLING

Nils Reimers | Philip Beyer | Iryna Gurevych |

Temporal Anchoring of Events for the TimeBank Corpus ACL

Nils Reimers | Nazanin Dehghani | Iryna Gurevych |