LexSumm and LexT5: Benchmarking and Modeling Legal Summarization Tasks in English
Fuente:
arXiv
Saved in:
| Main Authors: | Santosh, T. Y. S. S., Weiss, Cornelius, Grabmair, Matthias |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
LexAbSumm: Aspect-based Summarization of Legal Decisions
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law
by: Santosh, T. Y. S. S, et al.
Published: (2025)
by: Santosh, T. Y. S. S, et al.
Published: (2025)
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization
by: Santosh, T. Y. S. S., et al.
Published: (2025)
by: Santosh, T. Y. S. S., et al.
Published: (2025)
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity
by: Santosh, T. Y. S. S., et al.
Published: (2025)
by: Santosh, T. Y. S. S., et al.
Published: (2025)
Beyond Borders: Investigating Cross-Jurisdiction Transfer in Legal Case Summarization
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
LexTime: A Benchmark for Temporal Ordering of Legal Events
by: Barale, Claire, et al.
Published: (2025)
by: Barale, Claire, et al.
Published: (2025)
LexRel: Benchmarking Legal Relation Extraction for Chinese Civil Cases
by: Cai, Yida, et al.
Published: (2025)
by: Cai, Yida, et al.
Published: (2025)
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation
by: S, Santosh T. Y. S., et al.
Published: (2025)
by: S, Santosh T. Y. S., et al.
Published: (2025)
LexEval: A Comprehensive Chinese Legal Benchmark for Evaluating Large Language Models
by: Li, Haitao, et al.
Published: (2024)
by: Li, Haitao, et al.
Published: (2024)
LexGenius: An Expert-Level Benchmark for Large Language Models in Legal General Intelligence
by: Liu, Wenjin, et al.
Published: (2025)
by: Liu, Wenjin, et al.
Published: (2025)
Query-driven Relevant Paragraph Extraction from Legal Judgments
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
HiCuLR: Hierarchical Curriculum Learning for Rhetorical Role Labeling of Legal Documents
by: Santosh, T. Y. S. S., et al.
Published: (2024)
by: Santosh, T. Y. S. S., et al.
Published: (2024)
Mind Your Neighbours: Leveraging Analogous Instances for Rhetorical Role Labeling for Legal Documents
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
LeCoPCR: Legal Concept-guided Prior Case Retrieval for European Court of Human Rights cases
by: Santosh, T. Y. S. S., et al.
Published: (2025)
by: Santosh, T. Y. S. S., et al.
Published: (2025)
Incorporating Precedents for Legal Judgement Prediction on European Court of Human Rights Cases
by: Santosh, T. Y. S. S., et al.
Published: (2024)
by: Santosh, T. Y. S. S., et al.
Published: (2024)
LexChain: Modeling Legal Reasoning Chains for Chinese Tort Case Analysis
by: Xie, Huiyuan, et al.
Published: (2025)
by: Xie, Huiyuan, et al.
Published: (2025)
LexRAG: Benchmarking Retrieval-Augmented Generation in Multi-Turn Legal Consultation Conversation
by: Li, Haitao, et al.
Published: (2025)
by: Li, Haitao, et al.
Published: (2025)
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
Through the Lens of Split Vote: Exploring Disagreement, Difficulty and Calibration in Legal Case Outcome Classification
by: Xu, Shanshan, et al.
Published: (2024)
by: Xu, Shanshan, et al.
Published: (2024)
SpeciaLex: A Benchmark for In-Context Specialized Lexicon Learning
by: Imperial, Joseph Marvin, et al.
Published: (2024)
by: Imperial, Joseph Marvin, et al.
Published: (2024)
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval
by: Santosh, T. Y. S. S., et al.
Published: (2024)
by: Santosh, T. Y. S. S., et al.
Published: (2024)
CuSINeS: Curriculum-driven Structure Induced Negative Sampling for Statutory Article Retrieval
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning
by: Upadhyay, Ojasw, et al.
Published: (2025)
by: Upadhyay, Ojasw, et al.
Published: (2025)
ProLex: A Benchmark for Language Proficiency-oriented Lexical Substitution
by: Zhang, Xuanming, et al.
Published: (2024)
by: Zhang, Xuanming, et al.
Published: (2024)
ReflectSumm: A Benchmark for Course Reflection Summarization
by: Zhong, Yang, et al.
Published: (2024)
by: Zhong, Yang, et al.
Published: (2024)
LexPro-1.0 Technical Report
by: Chen, Haotian, et al.
Published: (2025)
by: Chen, Haotian, et al.
Published: (2025)
PsychoLex: Unveiling the Psychological Mind of Large Language Models
by: Abbasi, Mohammad Amin, et al.
Published: (2024)
by: Abbasi, Mohammad Amin, et al.
Published: (2024)
ECtHR-PCR: A Dataset for Precedent Understanding and Prior Case Retrieval in the European Court of Human Rights
by: Santosh, T. Y. S. S, et al.
Published: (2024)
by: Santosh, T. Y. S. S, et al.
Published: (2024)
The Craft of Selective Prediction: Towards Reliable Case Outcome Classification -- An Empirical Study on European Court of Human Rights Cases
by: Santosh, T. Y. S. S., et al.
Published: (2024)
by: Santosh, T. Y. S. S., et al.
Published: (2024)
LexGen: Domain-aware Multilingual Lexicon Generation
by: Maheshwari, Ayush, et al.
Published: (2024)
by: Maheshwari, Ayush, et al.
Published: (2024)
PreSumm: Predicting Summarization Performance Without Summarizing
by: Koniaev, Steven, et al.
Published: (2025)
by: Koniaev, Steven, et al.
Published: (2025)
SummExecEdit: A Factual Consistency Benchmark in Summarization with Executable Edits
by: Thorat, Onkar, et al.
Published: (2024)
by: Thorat, Onkar, et al.
Published: (2024)
MultiLexNorm++: A Unified Benchmark and a Generative Model for Lexical Normalization for Asian Languages
by: Buaphet, Weerayut, et al.
Published: (2026)
by: Buaphet, Weerayut, et al.
Published: (2026)
Generating Legal Commentaries from Case Databases via Retrieval, Clustering, and Generation
by: Prior, Max, et al.
Published: (2026)
by: Prior, Max, et al.
Published: (2026)
Towards Explainability and Fairness in Swiss Judgement Prediction: Benchmarking on a Multilingual Dataset
by: S, Santosh T. Y. S., et al.
Published: (2024)
by: S, Santosh T. Y. S., et al.
Published: (2024)
Overview of the BioLaySumm 2024 Shared Task on the Lay Summarization of Biomedical Research Articles
by: Goldsack, Tomas, et al.
Published: (2024)
by: Goldsack, Tomas, et al.
Published: (2024)
MedSumm: A Multimodal Approach to Summarizing Code-Mixed Hindi-English Clinical Queries
by: Ghosh, Akash, et al.
Published: (2024)
by: Ghosh, Akash, et al.
Published: (2024)
Lex2Sent: A bagging approach to unsupervised sentiment analysis
by: Lange, Kai-Robin, et al.
Published: (2022)
by: Lange, Kai-Robin, et al.
Published: (2022)
AdvSumm: Adversarial Training for Bias Mitigation in Text Summarization
by: Gupta, Mukur, et al.
Published: (2025)
by: Gupta, Mukur, et al.
Published: (2025)
Similar Items
-
LexAbSumm: Aspect-based Summarization of Legal Decisions
by: Santosh, T. Y. S. S, et al.
Published: (2024) -
ChronosLex: Time-aware Incremental Training for Temporal Generalization of Legal Classification Tasks
by: Santosh, T. Y. S. S, et al.
Published: (2024) -
LexGenie: Automated Generation of Structured Reports for European Court of Human Rights Case Law
by: Santosh, T. Y. S. S, et al.
Published: (2025) -
CoPERLex: Content Planning with Event-based Representations for Legal Case Summarization
by: Santosh, T. Y. S. S., et al.
Published: (2025) -
RELexED: Retrieval-Enhanced Legal Summarization with Exemplar Diversity
by: Santosh, T. Y. S. S., et al.
Published: (2025)