Legal Clause Identification Task
(Redirected from Legal Clause Retrieval Task)
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A Legal Clause Identification Task is a legal clause-related task that requires retrieving specific clauses from a contract document matching a given review query.
- AKA: Legal Clause Retrieval Task, Legal Clause Finding Task.
- Context:
- It can typically execute Legal Clause Retrieval based on legal clause identification query matching.
- It can typically process Legal Clause Identification Queries like legal clause identification obligation queries and legal clause identification termination queries.
- It can often measure Legal Clause Identification Accuracy with legal clause identification metrics like precision, recall, and F1-score.
- It can range from being a Conservative Legal Clause Identification Task to being an Exhaustive Legal Clause Identification Task, depending on its legal clause identification recall bias.
- It can handle Legal Clause Identification Multi-Label Output in legal clause identification contract contexts.
- It can support Legal Clause Identification Benchmarking through legal clause identification test sets like legalrikai benchmark dataset.
- ...
- Examples:
- Contract Clause Identification Task.
- Query-Based Legal Clause Identification Tasks, such as:
- Contract Review Legal Clause Identification Task for obligations like material return.
- Pre-Signature Legal Clause Identification Task for risk assessment queries.
- Evaluated Legal Clause Identification Tasks, such as:
- LegalRikai Identification Test Set Task with 3,200 query-clause pairs.
- Few-Shot Legal Clause Identification Task boosting F1 to ~47.
- ...
- Counter-Examples:
- General Information Retrieval Tasks, without legal documents rather than legal clause identification contracts.
- Single-Clause Extraction Tasks, limiting to one clause rather than legal clause identification multiple retrieval.
- Keyword-Based Legal Search Tasks, lacking semantic queries rather than legal clause identification review context.
- See: Legal Clause Extraction Task, Semantic Contract Parsing Task, Information Retrieval Task, Japanese Legal NLP Benchmark Task, Japanese Contract Review Benchmark, LegalRikai Benchmark Dataset.