NLPExplorer

KnowledgeNLP - 2025

Total Papers:- 25

Total Papers accross all years:- 33

Total Citations :- 0

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LLM Reasoning Engine: Specialized Training for Enhanced Mathematical Reasoning

Shuguang Chen | Guang Lin |

Proceedings of the 4th International Workshop on Knowledge-Augmented Methods for Natural Language Processing

ELECTRA and GPT-4o: Cost-Effective Partners for Sentiment Analysis

James P. Beno |

GAVEL: Generative Attribute-Value Extraction Using LLMs on LLM-Augmented Datasets

ClaimCheck: Automatic Fact-Checking of Textual Claims using Web Evidence

Akshith Reddy Putta | Jacob Devasier | Chengkai Li |

Entity Retrieval for Answering Entity-Centric Questions

Hassan Shavarani | Anoop Sarkar |

DocBench: A Benchmark for Evaluating LLM-based Document Reading Systems

PROPEL: Prompt Optimization with Expert Priors for Small and Medium-sized LLMs

Kawin Mayilvaghanan | Varun Nathan | Ayush Kumar |

Enhancing Cross-Language Code Translation via Task-Specific Embedding Alignment in Retrieval-Augmented Generation

Chain of Evidences and Evidence to Generate: Prompting for Context Grounded and Retrieval Augmented Reasoning

Md Rizwan Parvez |

Towards Effectively Leveraging Execution Traces for Program Repair with Code LLMs

Mirazul Haque | Petr Babkin | Farima Farmahinifarahani | Manuela Veloso |

Can dependency parses facilitate generalization in language models? A case study of cross-lingual relation extraction

Ritam Dutt | Shounak Sural | Carolyn Rose |

Investigating Large Language Models for Text-to-SPARQL Generation

Jacopo D’Abramo | Andrea Zugarini | Paolo Torroni |

HEAL: Hierarchical Embedding Alignment Loss for Improved Retrieval and Representation Learning