Image de couverture de livre

Towards Explainability in Legal Outcome Prediction Models

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Valvoda, Josef, Cotterell, Ryan
Format:	Preprint
Publié:	2024
Sujets:	Computation and Language Artificial Intelligence
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

A Distributional Perspective on Word Learning in Neural Language Models
par: Ficarra, Filippo, et autres
Publié: (2025)

Transformers Can Represent $n$-gram Language Models
par: Svete, Anej, et autres
Publié: (2024)

Structured Voronoi Sampling
par: Amini, Afra, et autres
Publié: (2023)

Better Estimation of the Kullback--Leibler Divergence Between Language Models
par: Amini, Afra, et autres
Publié: (2025)

HR-Agent: A Task-Oriented Dialogue (TOD) LLM Agent Tailored for HR Applications
par: Xu, Weijie, et autres
Publié: (2024)

Domain-Partitioned Hybrid RAG for Legal Reasoning: Toward Modular and Explainable Legal AI for India
par: Goel, Rakshita, et autres
Publié: (2025)

Locally Typical Sampling
par: Meister, Clara, et autres
Publié: (2022)

AnnoCaseLaw: A Richly-Annotated Dataset For Benchmarking Explainable Legal Judgment Prediction
par: Sesodia, Magnus, et autres
Publié: (2025)

Gumbel Counterfactual Generation From Language Models
par: Ravfogel, Shauli, et autres
Publié: (2024)

Syntactic Control of Language Models by Posterior Inference
par: Xefteri, Vicky, et autres
Publié: (2025)

Direct Preference Optimization with an Offset
par: Amini, Afra, et autres
Publié: (2024)

Generalized Measures of Anticipation and Responsivity in Online Language Processing
par: Giulianelli, Mario, et autres
Publié: (2024)

Activation Scaling for Steering and Interpreting Language Models
par: Stoehr, Niklas, et autres
Publié: (2024)

Post-Training Language Models for Crosslingual Consistency
par: Liu, Tianyu, et autres
Publié: (2026)

How Persuasive is Your Context?
par: Nguyen, Tu, et autres
Publié: (2025)

A Probability--Quality Trade-off in Aligned Language Models and its Relation to Sampling Adaptors
par: Tan, Naaman, et autres
Publié: (2024)

Training Neural Networks as Recognizers of Formal Languages
par: Butoi, Alexandra, et autres
Publié: (2024)

Legal Fact Prediction: The Missing Piece in Legal Judgment Prediction
par: Liu, Junkai, et autres
Publié: (2024)

What Languages are Easy to Language-Model? A Perspective from Learning Probabilistic Regular Languages
par: Borenstein, Nadav, et autres
Publié: (2024)

Variational Best-of-N Alignment
par: Amini, Afra, et autres
Publié: (2024)

Toward Subtrait-Level Model Explainability in Automated Writing Evaluation
par: Andrade-Lotero, Alejandro, et autres
Publié: (2025)

Athena: Retrieval-augmented Legal Judgment Prediction with Large Language Models
par: Peng, Xiao, et autres
Publié: (2024)

Revisiting Padded Transformer Expressivity: Which Architectural Choices Matter and Which Don't
par: Svete, Anej, et autres
Publié: (2026)

Controllable Context Sensitivity and the Knob Behind It
par: Minder, Julian, et autres
Publié: (2024)

From Language Models over Tokens to Language Models over Characters
par: Vieira, Tim, et autres
Publié: (2024)

LegalCiteBench: Evaluating Citation Reliability in Legal Language Models
par: Chen, Sijia, et autres
Publié: (2026)

Towards Empowering Consumers through Sentence-level Readability Scoring in German ESG Reports
par: Schüßler, Benjamin Josef, et autres
Publié: (2026)

Universal Legal Article Prediction via Tight Collaboration between Supervised Classification Model and LLM
par: Chi, Xiao, et autres
Publié: (2025)

Understanding Moral Reasoning Trajectories in Large Language Models: Toward Probing-Based Explainability
par: Huang, Fan, et autres
Publié: (2026)

Improving Legal Judgement Prediction in Romanian with Long Text Encoders
par: Masala, Mihai, et autres
Publié: (2024)

Towards Explainable Evolution Strategies with Large Language Models
par: Baumann, Jill, et autres
Publié: (2024)

GLARE: Agentic Reasoning for Legal Judgment Prediction
par: Yang, Xinyu, et autres
Publié: (2025)

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

Can Large Language Models Predict the Outcome of Judicial Decisions?
par: Kmainasi, Mohamed Bayan, et autres
Publié: (2025)

Harnessing Chain-of-Thought Metadata for Task Routing and Adversarial Prompt Detection
par: Marinelli, Ryan, et autres
Publié: (2025)

Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models
par: Lin, Hongzhan, et autres
Publié: (2024)

Towards Explainable Temporal Reasoning in Large Language Models: A Structure-Aware Generative Framework
par: Jiang, Zihao, et autres
Publié: (2025)

Distinguish Confusion in Legal Judgment Prediction via Revised Relation Knowledge
par: Xu, Nuo, et autres
Publié: (2024)

LegalMidm: Use-Case-Driven Legal Domain Specialization for Korean Large Language Model
par: Jang, Youngjoon, et autres
Publié: (2026)

Large Legal Fictions: Profiling Legal Hallucinations in Large Language Models
par: Dahl, Matthew, et autres
Publié: (2024)