NLPExplorer

EMNLP - 2023

Total Papers:- 1186

Total Papers accross all years:- 12236

Total Citations :- 0

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Adapters: A Unified Library for Parameter-Efficient and Modular Transfer Learning

Investigating Table-to-Text Generation Capabilities of Large Language Models in Real-World Information Seeking Scenarios

Let’s Sample Step by Step: Adaptive-Consistency for Efficient Reasoning and Coding with LLMs

Pranjal Aggarwal | Aman Madaan | Yiming Yang | Mausam |

Learning Preference Model for LLMs via Automatic Preference Data Generation

Shijia Huang | Jianqiao Zhao | Yanyang Li | Liwei Wang |

Controlling Pre-trained Language Models for Grade-Specific Text Simplification

Sweta Agrawal | Marine Carpuat |

BeautifulPrompt: Towards Automatic Prompt Engineering for Text-to-Image Synthesis

SentiStream: A Co-Training Framework for Adaptive Online Sentiment Analysis in Evolving Data Streams

Yuhao Wu | Karthick Sharma | Chun Seah | Shuhao Zhang |

Pointwise Mutual Information Based Metric and Decoding Strategy for Faithful Generation in Document Grounded Dialogs

DELPHI: Data for Evaluating LLMs’ Performance in Handling Controversial Issues

Learning Language-guided Adaptive Hyper-modality Representation for Multimodal Sentiment Analysis

Discovering Universal Geometry in Embeddings with ICA

Hiroaki Yamagiwa | Momose Oyama | Hidetoshi Shimodaira |

Zero-Shot Multi-Label Topic Inference with Sentence Encoders and LLMs

Souvika Sarkar | Dongji Feng | Shubhra Kanti Karmaker Santu |

Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning

Quanyu Long | Wenya Wang | Sinno Pan |

Nearest Neighbor Machine Translation is Meta-Optimizer on Output Projection Layer