NLPExplorer

KnowLLM - 2024

Total Papers:- 17

Total Papers accross all years:- 17

Total Citations :- 0

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Proceedings of the 1st Workshop on Towards Knowledgeable Language Models (KnowLLM 2024)

AcKnowledge: Acquired Knowledge Representation by Small Language Model Without Pre-training

Sourav Das | Sanjay Chatterji | Imon Mukherjee |

Safe-Embed: Unveiling the Safety-Critical Knowledge of Sentence Encoders

Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models

Chenyang Lyu | Minghao Wu | Alham Aji |

Is Your Large Language Model Knowledgeable or a Choices-Only Cheater?

Nishant Balepur | Rachel Rudinger |

Measuring the Inconsistency of Large Language Models in Preferential Ranking

Xiutian Zhao | Ke Wang | Wei Peng |

ClinicalRAG: Enhancing Clinical Decision Support through Heterogeneous Knowledge Retrieval

Yuxing Lu | Xukai Zhao | Jinzhuo Wang |

PhonologyBench: Evaluating Phonological Skills of Large Language Models

Ashima Suvarna | Harshita Khandelwal | Nanyun Peng |

Beyond Text: Unveiling Multimodal Proficiency of Large Language Models with MultiAPI Benchmark

Xiao Liu | Jianfeng Lin | Jiawei Zhang |

PromptRE: Weakly-Supervised Document-Level Relation Extraction via Prompting-Based Data Programming

Chufan Gao | Xulin Fan | Jimeng Sun | Xuan Wang |

Retrieval-augmented generation in multilingual settings

Modeling Uncertainty and Using Post-fusion as Fallback Improves Retrieval Augmented Generation with LLMs

Patent Response System Optimised for Faithfulness: Procedural Knowledge Embodiment with Knowledge Graph and Retrieval Augmented Generation

Jung-Mei Chu | Hao-Cheng Lo | Jieh Hsiang | Chun-Chieh Cho |