NLPExplorer

RepL4NLP - 2021

Total Papers:- 33

Total Papers accross all years:- 106

Total Citations :- 0

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Temporal-aware Language Representation Learning From Crowdsourced Labels

Yang Hao | Xiao Zhai | Wenbiao Ding | Zitao Liu |

NPVec1: Word Embeddings for Nepali - Construction and Evaluation

Pravesh Koirala | Nobal B. Niraula |

Simultaneously Self-Attending to Text and Entities for Knowledge-Informed Text Representations

Dung Thai | Raghuveer Thirukovalluru | Trapit Bansal | Andrew McCallum |

Syntactic Perturbations Reveal Representational Correlates of Hierarchical Phrase Structure in Pretrained Language Models

Unsupervised Representation Disentanglement of Text: An Evaluation on Synthetic Datasets

Lan Zhang | Victor Prokhorov | Ehsan Shareghi |

Zero-shot Sequence Labeling for Transformer-based Sentence Classifiers

Kamil Bujel | Helen Yannakoudakis | Marek Rei |

In-Batch Negatives for Knowledge Distillation with Tightly-Coupled Teachers for Dense Retrieval

Sheng-Chieh Lin | Jheng-Hong Yang | Jimmy Lin |

An Overview of Uncertainty Calibration for Text Classification and the Role of Distillation

Han Guo | Ramakanth Pasunuru | Mohit Bansal |

Entity and Evidence Guided Document-Level Relation Extraction

evision PDF of 'Direction is what you need: Improving Word Embedding Compression in Large Language Models

Proceedings of the 6th Workshop on Representation Learning for NLP (RepL4NLP-2021)

Deriving Word Vectors from Contextualized Language Models using Topic-Aware Mention Selection

Yixiao Wang | Zied Bouraoui | Luis Espinosa Anke | Steven Schockaert |

Learning Sparse Sentence Encoding without Supervision: An Exploration of Sparsity in Variational Autoencoders

Victor Prokhorov | Yingzhen Li | Ehsan Shareghi | Nigel Collier |

Knowledge Informed Semantic Parsing for Conversational Question Answering