NLPExplorer

JUSTNLP - 2025

Total Papers:- 23

Total Papers accross all years:- 23

Total Citations :- 0

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Adapting IndicTrans2 for Legal Domain MT via QLoRA Fine-Tuning at JUST-NLP 2025

Akoijam Jenil Singh | Loitongbam Sanayai Meetei | Yumnam Surajkanta |

Nyay-Darpan: Enhancing Decision Making Through Summarization and Case Retrieval for Consumer Law in India

goodmen @ L-MT Shared Task: A Comparative Study of Neural Models for English-Hindi Legal Machine Translation

Deeraj S K | Karthik Suryanarayanan | Yash Ingle | Pruthwik Mishra |

Integrating Graph based Algorithm and Transformer Models for Abstractive Summarization

Sayed Ayaan Ahmed Sha | Sangeetha Sivanesan | Anand Kumar Madasamy | Navya Binu |

Cold Starts and Hard Cases: A Two-Stage SFT-RLVR Approach for Legal Machine Translation (Just-NLP L-MT shared task)

Pawitsapak Akarajaradwong | Chompakorn Chaksangchaichot |

Team-SVNIT at JUST-NLP 2025: Domain-Adaptive Fine-Tuning of Multilingual Models for English–Hindi Legal Machine Translation

Rupesh Dhakad | Naveen Kumar | Shrikant Malviya |

Hierarchical Long-Document Summarization using LED for Legal Judgments

Reshma Sheik | Noah John Puthayathu | Fathima Firose A | Jonathan Paul |

Findings of the JUST-NLP 2025 Shared Task on English-to-Hindi Legal Machine Translation

NIT-Surat@L-Sum: A Semantic Retrieval-Based Framework for Summarizing Indian Judicial Documents

Nita Jadav | Ashok Urlana | Pruthwik Mishra |

Grahak-Nyay: Consumer Grievance Redressal through Large Language Models

LeCNet: A Legal Citation Network Benchmark Dataset

Pooja Harde | Bhavya Jain | Sarika Jain |

Structure-Aware Chunking for Abstractive Summarization of Long Legal Documents

Himadri Sonowal | Saisab Sadhu |

LLM Driven Legal Text Analytics: A Case Study For Food Safety Violation Cases

Suyog Joshi | Soumyajit Basu | Lipika Dey | Partha Pratim Das |

SCaLAR_NITK @ JUSTNLP Legal Summarization (L-SUMM) Shared Task

Arjun T D | Anand Kumar Madasamy |

Contextors at L-SUMM: Retriever-Driven Multi-Generator Summarization

Pavithra Neelamegam | S Jaya Nirmala |