Copertina

Identifying Financial Risk Information Using RAG with a Contrastive Insight

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autore principale:	Elahi, Ali
Natura:	Preprint
Pubblicazione:	2025
Soggetti:	Computation and Language Artificial Intelligence
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

FinS-Pilot: A Benchmark for Online Financial RAG System
di: Wang, Feng, et al.
Pubblicazione: (2025)

CTRL-RAG: Contrastive Likelihood Reward Based Reinforcement Learning for Context-Faithful RAG Models
di: Tan, Zhehao, et al.
Pubblicazione: (2026)

Online and Offline Evaluations of Collaborative Filtering and Content Based Recommender Systems
di: Elahi, Ali, et al.
Pubblicazione: (2024)

Identifying and Mitigating Privacy Risks Stemming from Language Models: A Survey
di: Smith, Victoria, et al.
Pubblicazione: (2023)

RAG-based Crowdsourcing Task Decomposition via Masked Contrastive Learning with Prompts
di: Yang, Jing, et al.
Pubblicazione: (2024)

SteLLA: A Structured Grading System Using LLMs with RAG
di: Qiu, Hefei, et al.
Pubblicazione: (2025)

Improving RAG for Personalization with Author Features and Contrastive Examples
di: Yazan, Mert, et al.
Pubblicazione: (2025)

BalanceRAG: Joint Risk Calibration for Cascaded Retrieval-Augmented Generation
di: Jia, Zijun, et al.
Pubblicazione: (2026)

Better RAG using Relevant Information Gain
di: Pickett, Marc, et al.
Pubblicazione: (2024)

Advancing Risk and Quality Assurance: A RAG Chatbot for Improved Regulatory Compliance
di: Hillebrand, Lars, et al.
Pubblicazione: (2025)

Financial Risk Relation Identification through Dual-view Adaptation
di: Chiu, Wei-Ning, et al.
Pubblicazione: (2025)

Identifying Task Groupings for Multi-Task Learning Using Pointwise V-Usable Information
di: Li, Yingya, et al.
Pubblicazione: (2024)

Evaluating Contrast Localizer for Identifying Causal Units in Social & Mathematical Tasks in Language Models
di: Jamaa, Yassine, et al.
Pubblicazione: (2025)

CARE-RAG - Clinical Assessment and Reasoning in RAG
di: Potluri, Deepthi, et al.
Pubblicazione: (2025)

FB-RAG: Improving RAG with Forward and Backward Lookup
di: Chawla, Kushal, et al.
Pubblicazione: (2025)

SiReRAG: Indexing Similar and Related Information for Multihop Reasoning
di: Zhang, Nan, et al.
Pubblicazione: (2024)

SuperRAG: Beyond RAG with Layout-Aware Graph Modeling
di: Yang, Jeff, et al.
Pubblicazione: (2025)

From RAG to Agentic RAG for Faithful Islamic Question Answering
di: Bhatia, Gagan, et al.
Pubblicazione: (2026)

KeyKnowledgeRAG (K^2RAG): An Enhanced RAG method for improved LLM question-answering capabilities
di: Markondapatnaikuni, Hruday, et al.
Pubblicazione: (2025)

Resolving the Robustness-Precision Trade-off in Financial RAG through Hybrid Document-Routed Retrieval
di: Cheng, Zhiyuan, et al.
Pubblicazione: (2026)

PA-RAG: RAG Alignment via Multi-Perspective Preference Optimization
di: Wu, Jiayi, et al.
Pubblicazione: (2024)

Contradiction Detection in RAG Systems: Evaluating LLMs as Context Validators for Improved Information Consistency
di: Gokul, Vignesh, et al.
Pubblicazione: (2025)

Less is More for RAG: Information Gain Pruning for Generator-Aligned Reranking and Evidence Selection
di: Song, Zhipeng, et al.
Pubblicazione: (2026)

Temporal reasoning for timeline summarisation in social media
di: Song, Jiayu, et al.
Pubblicazione: (2024)

FinVet: A Collaborative Framework of RAG and External Fact-Checking Agents for Financial Misinformation Detection
di: Araya, Daniel Berhane, et al.
Pubblicazione: (2025)

CroCo: Cross-Lingual Contrastive Preference Tuning on Self-Generations
di: Zhang, Mike, et al.
Pubblicazione: (2026)

Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
di: Li, Yangning, et al.
Pubblicazione: (2025)

VaccineRAG: Boosting Multimodal Large Language Models' Immunity to Harmful RAG Samples
di: Sun, Qixin, et al.
Pubblicazione: (2025)

RAG Makes Guardrails Unsafe? Investigating Robustness of Guardrails under RAG-style Contexts
di: She, Yining, et al.
Pubblicazione: (2025)

CF-RAG: A Dataset and Method for Carbon Footprint QA Using Retrieval-Augmented Generation
di: Zhao, Kaiwen, et al.
Pubblicazione: (2025)

C-RAG: Certified Generation Risks for Retrieval-Augmented Language Models
di: Kang, Mintong, et al.
Pubblicazione: (2024)

Enhancing the De-identification of Personally Identifiable Information in Educational Data
di: Ji, Zilyu, et al.
Pubblicazione: (2025)

Is Conformal Factuality for RAG-based LLMs Robust? Novel Metrics and Systematic Insights
di: Chen, Yi, et al.
Pubblicazione: (2026)

Know3-RAG: A Knowledge-aware RAG Framework with Adaptive Retrieval, Generation, and Filtering
di: Liu, Xukai, et al.
Pubblicazione: (2025)

Are LLMs effective psychological assessors? Leveraging adaptive RAG for interpretable mental health screening through psychometric practice
di: Ravenda, Federico, et al.
Pubblicazione: (2025)

Identifying Narrative Patterns and Outliers in Holocaust Testimonies Using Topic Modeling
di: Ifergan, Maxim, et al.
Pubblicazione: (2024)

Lexicalization Is All You Need: Examining the Impact of Lexical Knowledge in a Compositional QALD System
di: Schmidt, David Maria, et al.
Pubblicazione: (2024)

SeCon-RAG: A Two-Stage Semantic Filtering and Conflict-Free Framework for Trustworthy RAG
di: Si, Xiaonan, et al.
Pubblicazione: (2025)

StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
di: Li, Zhuoqun, et al.
Pubblicazione: (2024)

Improving Reinforcement Learning from Human Feedback Using Contrastive Rewards
di: Shen, Wei, et al.
Pubblicazione: (2024)