Fact-based Court Judgment Prediction

no code implementations • 22 Nov 2023 • Shubham Kumar Nigam, Aniket Deroy

This extended abstract extends the research presented in "ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation" \cite{malik-etal-2021-ildc}, focusing on fact-based judgment prediction within the context of Indian legal documents.

Nonet at SemEval-2023 Task 6: Methodologies for Legal Evaluation

1 code implementation • 17 Oct 2023 • Shubham Kumar Nigam, Aniket Deroy, Noel Shallum, Ayush Kumar Mishra, Anup Roy, Shubham Kumar Mishra, Arnab Bhattacharya, Saptarshi Ghosh, Kripabandhu Ghosh

This paper describes our submission to the SemEval-2023 for Task 6 on LegalEval: Understanding Legal Texts.

named-entity-recognition Named Entity Recognition +1

Legal Question-Answering in the Indian Context: Efficacy, Challenges, and Potential of Modern AI Models

no code implementations • 26 Sep 2023 • Shubham Kumar Nigam, Shubham Kumar Mishra, Ayush Kumar Mishra, Noel Shallum, Arnab Bhattacharya

Legal QA platforms bear the promise to metamorphose the manner in which legal experts engage with jurisprudential documents.

Natural Language Queries Question Answering +1

nigam@COLIEE-22: Legal Case Retrieval and Entailment using Cascading of Lexical and Semantic-based models

1 code implementation • 16 Apr 2022 • Shubham Kumar Nigam, Navansh Goel

This paper describes our submission to the Competition on Legal Information Extraction/Entailment 2022 (COLIEE-2022) workshop on case law competition for tasks 1 and 2.

Retrieval Sentence +1

Plumeria at SemEval-2022 Task 6: Robust Approaches for Sarcasm Detection for English and Arabic Using Transformers and Data Augmentation

1 code implementation • 8 Mar 2022 • Shubham Kumar Nigam, Mosab Shaheen

This paper describes our submission to SemEval-2022 Task 6 on sarcasm detection and its five subtasks for English and Arabic.

Data Augmentation Feature Engineering +2

ILDC for CJPE: Indian Legal Documents Corpus for Court Judgment Prediction and Explanation

1 code implementation • ACL 2021 • Vijit Malik, Rishabh Sanjay, Shubham Kumar Nigam, Kripa Ghosh, Shouvik Kumar Guha, Arnab Bhattacharya, Ashutosh Modi

The task requires an automated system to predict an explainable outcome of a case.