NLPExplorer

Findings - 2022

Total Papers:- 542

Total Papers accross all years:- 1873

Total Citations :- 0

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Attention Fusion: a light yet efficient late fusion mechanism for task adaptation in NLU

Jin Cao | Chandana Satya Prakash | Wael Hamza |

RCL: Relation Contrastive Learning for Zero-Shot Relation Extraction

Good Visual Guidance Make A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction

CCQA: A New Web-Scale Question Answering Dataset for Model Pre-Training

BitextEdit: Automatic Bitext Editing for Improved Low-Resource Machine Translation

Eleftheria Briakou | Sida Wang | Luke Zettlemoyer | Marjan Ghazvininejad |

Modeling Ideological Salience and Framing in Polarized Online Groups with Graph Neural Networks and Structured Sparsity

Valentin Hofmann | Xiaowen Dong | Janet Pierrehumbert | Hinrich Schuetze |

FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks

Unbiased Math Word Problems Benchmark for Mitigating Solving Bias

ZhiCheng Yang | Jinghui Qin | Jiaqi Chen | Xiaodan Liang |

Challenges in Generalization in Open Domain Question Answering

Linqing Liu | Patrick Lewis | Sebastian Riedel | Pontus Stenetorp |

Bridging the Gap between Training and Inference: Multi-Candidate Optimization for Diverse Neural Machine Translation

The Limits of Word Level Differential Privacy

Justus Mattern | Benjamin Weggenmann | Florian Kerschbaum |

RAIL-KD: RAndom Intermediate Layer Mapping for Knowledge Distillation

Identifying and Mitigating Spurious Correlations for Improving Robustness in NLP Models

Tianlu Wang | Rohit Sridhar | Diyi Yang | Xuezhi Wang |

Harmless Transfer Learning for Item Embeddings