--- title: "Legal AI — papers, page 2" description: "Legal AI: 53 papers of the Elamur Research library · page 2 of 3, the most cited first." canonical: "https://research.elamur.ai/free/en/topics/legal-ai/page/2/" --- [Elamur Research](https://md.research.elamur.ai/free/en/) · [this page in HTML](https://research.elamur.ai/free/en/topics/legal-ai/page/2/) [home](https://md.research.elamur.ai/free/en/) / [topics](https://md.research.elamur.ai/free/en/topics/) / [Legal AI](https://md.research.elamur.ai/free/en/topics/legal-ai/) / page 2 # ⚖️ Legal AI 53 papers · page 2 of 3 · the most cited first · [all topics](https://md.research.elamur.ai/free/en/topics/) Law and language technology: legal texts, legal reasoning and argument. [← prev](https://md.research.elamur.ai/free/en/topics/legal-ai/) [1](https://md.research.elamur.ai/free/en/topics/legal-ai/) **2** [3](https://md.research.elamur.ai/free/en/topics/legal-ai/page/3/) [next →](https://md.research.elamur.ai/free/en/topics/legal-ai/page/3/) - [LegalAgentBench: Evaluating LLM Agents in Legal Domain](https://md.research.elamur.ai/free/en/papers/li-2025-legalagentbench-evaluating-llm-agents-legal/) — Haitao Li, Junjie Chen, Jingli Yang, et al. · 2025 · 60 citations - [Prediction of Arabic Legal Rulings using Large Language Models](https://md.research.elamur.ai/free/en/papers/ammar-2023-prediction-arabic-legal-rulings-using/) — Adel Ammar, Anis Koubaa, Bilel Benjdira, et al. · 2023 · 27 citations - [Developing a Pragmatic Benchmark for Assessing Korean Legal Language Understanding in Large Language Models](https://md.research.elamur.ai/free/en/papers/kim-2024-developing-pragmatic-benchmark-assessing-korean/) — Yeeun Kim, Youngrok Choi, Eunkyung Choi, et al. · 2024 · 22 citations - [MAWARITH: A Dataset and Benchmark for Legal Inheritance Reasoning with LLMs](https://md.research.elamur.ai/free/en/papers/bouchekif-2026-mawarith-dataset-benchmark-legal-inheritance/) — Abdessalam Bouchekif; Shahd Gaben; Samer Rashwani; Somaya Eltanbouly; Mutaz Al-Khatib; Heba Sbahi; Mohammed Ghaly;, Emad Mohamed · 2026 · 9 citations - [MizanQA: Benchmarking Large Language Models on Moroccan Legal Question Answering](https://md.research.elamur.ai/free/en/papers/bahaj-2025-mizanqa-benchmarking-large-language-models/) — Adil Bahaj, Mounir Ghogho · 2025 · 5 citations - [ALJP: An Arabic Legal Judgment Prediction in Personal Status Cases Using Machine Learning Models](https://md.research.elamur.ai/free/en/papers/abbara-2023-aljp-arabic-legal-judgment-prediction/) — Salwa Abbara, Mona Hafez, Aya Kazzaz, et al. · 2023 · 4 citations - [Automated Extraction of Sentencing Decisions from Court Cases in the Hebrew Language](https://md.research.elamur.ai/free/en/papers/aclbulk-2021-wenger-automated-extraction-sentencing-decisions-court/) — Mohr Wenger, Tom Kalir, Noga Berger, et al. · 2021 · 3 citations - [Benchmarking the Legal Reasoning of LLMs in Arabic Islamic Inheritance Cases](https://md.research.elamur.ai/free/en/papers/aldahoul-2025-benchmarking-legal-reasoning-llms-arabic/) — Nouar AlDahoul, Yasir Zaki · 2025 · 2 citations - [Can Large Language Models Predict the Outcome of Judicial Decisions?](https://md.research.elamur.ai/free/en/papers/kmainasi-2025-large-language-models-predict-outcome/) — Mohamed Bayan Kmainasi, Ali Ezzat Shahroor, Amani Al-Ghraibah · 2025 · 2 citations - [On the Evaluation of Terminology Translation Errors in NMT and PB-SMT in the Legal Domain: a Study on the Translation of Arabic Legal Documents into English and French](https://md.research.elamur.ai/free/en/papers/elfqih-2023-evaluation-terminology-translation-errors-nmt/) — Khadija Ait ElFqih, Johanna Monti · 2023 · 2 citations - [Semantic mapping of participants in legal discourse](https://md.research.elamur.ai/free/en/papers/hbo-2019-hojgaard-semantic-mapping-participants-legal-discourse/) — Christian Canu Højgaard · 2019 · 2 citations - [CLASE: A Hybrid Method for Chinese Legalese Stylistic Evaluation](https://md.research.elamur.ai/free/en/papers/ma-2026-clase-hybrid-method-chinese-legalese/) — Yiran Rex Ma, Yuxiao Ye, Huiyuan Xie · 2026 · 1 citation - [Language Models for the Restoration of Latin Legal Manuscripts](https://md.research.elamur.ai/free/en/papers/zhang-2026-language-models-restoration-latin-legal/) — Shibingfeng Zhang, Edoardo Caraffa, Annafelicia Zuffrano, et al. · 2026 · 1 citation - [Parameter Efficient Fine Tuning Llama 3.1 for Answering Arabic Legal Questions: A Case Study on Jordanian Laws](https://md.research.elamur.ai/free/en/papers/fasha-2026-parameter-efficient-fine-tuning-llama/) — Mohammed Fasha, Bassam Hammo, Bilal Sowan, et al. · 2026 · 1 citation - [Sense and Sensitivity: “Reasoning” Models are More Robust, but can Diverge from Human Consensus in a Legal Interpretation Task](https://md.research.elamur.ai/free/en/papers/petersen-2026-sense-sensitivity-reasoning-models-are/) — Dawson Petersen, Abhishek Purushothama, Nathan Schneider · 2026 · 1 citation - [A Novel Synthetic Dataset for Few-Shot Legal Relation Extraction in German](https://md.research.elamur.ai/free/en/papers/nouri-2026-novel-synthetic-dataset-few-shot/) — Shiva Banasaz Nouri, Elena Leitner, Julian Moreno-Schneider, et al. · 2026 - [An LLM-Based Assistant for Debt Waiver Court Procedures](https://md.research.elamur.ai/free/en/papers/padro-2026-llm-based-assistant-debt-waiver/) — Lluis Padro, Daniel Ferrés, Roser Saurí, et al. · 2026 - [AssamLegalTrans: A Parallel Corpus, Benchmark and Analysis for English-Assamese Machine Translation of Legal Judgments](https://md.research.elamur.ai/free/en/papers/singh-2026-assamlegaltrans-parallel-corpus-benchmark-analysis/) — Telem Joyson Singh, Hemanta Baruah, Sanasam Ranbir Singh, et al. · 2026 - [AYN: A Tiny Yet Competitive Indian Legal Language Model Pretrained from Scratch](https://md.research.elamur.ai/free/en/papers/niyogi-2026-ayn-tiny-yet-competitive-indian/) — Mitodru Niyogi, Eric Gaussier, Arnab Bhattacharya · 2026 - [Beyond Simple Term Injection: Reasoning Models for Legal Translation in a Non-Dominant Language Variety](https://md.research.elamur.ai/free/en/papers/natale-2026-beyond-simple-term-injection-reasoning/) — Paolo Di Natale, Elena Chiocchetti, Marlies Alber, et al. · 2026 - [From Lemmatization to Legal Terminology: Assessing an Hybrid Pipeline on Justinian's Digest](https://md.research.elamur.ai/free/en/papers/marongiu-2026-lemmatization-legal-terminology-assessing-hybrid/) — Paola Marongiu, Eva Sassolini · 2026 - [JudgeMeNot: Personalizing Large Language Models to Emulate Judicial Reasoning in Hebrew](https://md.research.elamur.ai/free/en/papers/findings-2026-razumenko-judgemenot-personalizing-large-language-models/) — Itay Razumenko, Arnon Sturm, Nir Grinberg · 2026 - [LegalSim-PT: Building a Dataset for Legal Document Simplification in Portuguese Leveraging Linguistic Metrics](https://md.research.elamur.ai/free/en/papers/scalercio-2026-legalsim-pt-building-dataset-legal/) — Arthur Scalercio, Maria José Finatto, Aline Paes · 2026 - [One Size Does Not Fit All: Why EU Legislative Translation Demands Domain-Specific Fine-Tuning of LLMs](https://md.research.elamur.ai/free/en/papers/lorini-2026-one-size-does-not-fit/) — Valerio Lorini, Paula Vlaic, Ulascan Akbulut, et al. · 2026 - [Structured Legal Document Generation in India: A Model-Agnostic Wrapper Approach with VidhikDastaavej](https://md.research.elamur.ai/free/en/papers/nigam-2026-structured-legal-document-generation-india/) — Shubham Kumar Nigam, Deepak Patnaik Balaramamahanthi, Noel Shallum, et al. · 2026 [← prev](https://md.research.elamur.ai/free/en/topics/legal-ai/) [1](https://md.research.elamur.ai/free/en/topics/legal-ai/) **2** [3](https://md.research.elamur.ai/free/en/topics/legal-ai/page/3/) [next →](https://md.research.elamur.ai/free/en/topics/legal-ai/page/3/)