Cover Image

Improving Legal Judgement Prediction in Romanian with Long Text Encoders

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Masala, Mihai, Rebedea, Traian, Velicu, Horia
Format:	Preprint
Published:	2024
Subjects:	Computation and Language Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Improving Romanian LLM Pretraining Data using Diversity and Quality Filtering
by: Negoita, Vlad, et al.
Published: (2025)

"Înţelegi Româneşte?'' A Recipe for Romanian Vision-Language Models
by: Masala, Mihai, et al.
Published: (2026)

OpenLLM-Ro -- Technical Report on Open-source Romanian LLMs
by: Masala, Mihai, et al.
Published: (2024)

"Vorbeşti Româneşte?" A Recipe to Train Powerful Romanian LLMs with English Instructions
by: Masala, Mihai, et al.
Published: (2024)

Safety Through Reasoning: An Empirical Study of Reasoning Guardrail Models
by: Sreedhar, Makesh Narsimhan, et al.
Published: (2025)

Towards Inference-time Category-wise Safety Steering for Large Language Models
by: Bhattacharjee, Amrita, et al.
Published: (2024)

Semi-Supervised Learning for Large Language Models Safety and Content Moderation
by: Dinuta, Eduard Stefan, et al.
Published: (2025)

Towards Zero-Shot & Explainable Video Description by Reasoning over Graphs of Events in Space and Time
by: Masala, Mihai, et al.
Published: (2025)

From Vision To Language through Graph of Events in Space and Time: An Explainable Self-supervised Approach
by: Masala, Mihai, et al.
Published: (2025)

MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification
by: Sirbu, Iustin, et al.
Published: (2025)

Pluralistic Behavior Suite: Stress-Testing Multi-Turn Adherence to Custom Behavioral Policies
by: Varshney, Prasoon, et al.
Published: (2025)

Applicability of Large Language Models and Generative Models for Legal Case Judgement Summarization
by: Deroy, Aniket, et al.
Published: (2024)

Defenses & Enablers For Skill Injection Attacks on Terminal Based Agents
by: Fujinuma, Yoshinari, et al.
Published: (2026)

Rethinking Legal Judgement Prediction in a Realistic Scenario in the Era of Large Language Models
by: Nigam, Shubham Kumar, et al.
Published: (2024)

RoLegalGEC: Legal Domain Grammatical Error Detection and Correction Dataset for Romanian
by: Timpuriu, Mircea, et al.
Published: (2026)

From Human Judgements to Predictive Models: Unravelling Acceptability in Code-Mixed Sentences
by: Kodali, Prashant, et al.
Published: (2024)

Building Large-Scale English-Romanian Literary Translation Resources with Open Models
by: Nadas, Mihai, et al.
Published: (2025)

The Hidden Structure -- Improving Legal Document Understanding Through Explicit Text Formatting
by: Braun, Christian, et al.
Published: (2025)

Efficient Text Encoders for Labor Market Analysis
by: Decorte, Jens-Joris, et al.
Published: (2025)

Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction
by: Liu, Junkai, et al.
Published: (2024)

AutoMetrics: Approximate Human Judgements with Automatically Generated Evaluators
by: Ryan, Michael J., et al.
Published: (2025)

Eye of Judgement: Dissecting the Evaluation of Russian-speaking LLMs with POLLUX
by: Martynov, Nikita, et al.
Published: (2025)

Long-Context Long-Form Question Answering for Legal Domain
by: Kulkarni, Anagha, et al.
Published: (2026)

Human and Automatic Interpretation of Romanian Noun Compounds
by: Marinescu, Ioana, et al.
Published: (2024)

When and Where Did it Happen? An Encoder-Decoder Model to Identify Scenario Context
by: Noriega-Atala, Enrique, et al.
Published: (2024)

Improving Long Text Understanding with Knowledge Distilled from Summarization Model
by: Liu, Yan, et al.
Published: (2024)

Unsupervised Extraction of Dialogue Policies from Conversations
by: Sreedhar, Makesh Narsimhan, et al.
Published: (2024)

From Legal Text to Executable Decision Models: Evaluating Structured Representations for Legal Decision Model Generation
by: Graus, David
Published: (2026)

RoMath: A Mathematical Reasoning Benchmark in Romanian
by: Cosma, Adrian, et al.
Published: (2024)

DuConTE: Dual-Granularity Text Encoder with Topology-Constrained Attention for Text-attributed Graphs
by: Liang, Lexuan, et al.
Published: (2026)

Towards Explainability in Legal Outcome Prediction Models
by: Valvoda, Josef, et al.
Published: (2024)

LLM2Vec: Large Language Models Are Secretly Powerful Text Encoders
by: BehnamGhader, Parishad, et al.
Published: (2024)

Automatic Information Extraction From Employment Tribunal Judgements Using Large Language Models
by: de Faria, Joana Ribeiro, et al.
Published: (2024)

Multi-Task Pre-Finetuning of Lightweight Transformer Encoders for Text Classification and NER
by: Zhu, Junyi, et al.
Published: (2025)

Meta-learning how to Share Credit among Macro-Actions
by: Hosu, Ionel-Alexandru, et al.
Published: (2025)

A Causal Language Modeling Detour Improves Encoder Continued Pretraining
by: Touchent, Rian, et al.
Published: (2026)

No Argument Left Behind: Overlapping Chunks for Faster Processing of Arbitrarily Long Legal Texts
by: Fama, Israel, et al.
Published: (2024)

Large Language Models Are Overparameterized Text Encoders
by: K, Thennal D, et al.
Published: (2024)

LegalLens: Leveraging LLMs for Legal Violation Identification in Unstructured Text
by: Bernsohn, Dor, et al.
Published: (2024)

ViLegalNLI: Natural Language Inference for Vietnamese Legal Texts
by: Duong, Nhung Thi-Hong, et al.
Published: (2026)