Cover Image

FCMR: Robust Evaluation of Financial Cross-Modal Multi-Hop Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Kim, Seunghee, Kim, Changhyeon, Kim, Taeuk
Format:	Preprint
Published:	2024
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

OMHBench: Benchmarking Balanced and Grounded Omni-Modal Multi-Hop Reasoning
by: Kim, Seunghee, et al.
Published: (2025)

OmniACBench: A Benchmark for Evaluating Context-Grounded Acoustic Control in Omni-Modal Models
by: Kim, Seunghee, et al.
Published: (2026)

Hyper-CL: Conditioning Sentence Representations with Hypernetworks
by: Yoo, Young Hyun, et al.
Published: (2024)

MAGIC: A Multi-Hop and Graph-Based Benchmark for Inter-Context Conflicts in Retrieval-Augmented Generation
by: Lee, Jungyeon, et al.
Published: (2025)

Latent Preference Modeling for Cross-Session Personalized Tool Calling
by: Yoon, Yejin, et al.
Published: (2026)

Analysis of Multi-Source Language Training in Cross-Lingual Transfer
by: Lim, Seong Hoon, et al.
Published: (2024)

CRIT: Graph-Based Automatic Data Synthesis to Enhance Cross-Modal Multi-Hop Reasoning
by: Sung, Junyoung, et al.
Published: (2026)

BioHopR: A Benchmark for Multi-Hop, Multi-Answer Reasoning in Biomedical Domain
by: Kim, Yunsoo, et al.
Published: (2025)

BlendX: Complex Multi-Intent Detection with Blended Patterns
by: Yoon, Yejin, et al.
Published: (2024)

Memorization or Reasoning? Exploring the Idiom Understanding of LLMs
by: Kim, Jisu, et al.
Published: (2025)

Superficial Success vs. Internal Breakdown: An Empirical Study of Generalization in Adaptive Multi-Agent Systems
by: So, Namyoung, et al.
Published: (2026)

RAISE: Enhancing Scientific Reasoning in LLMs via Step-by-Step Retrieval
by: Oh, Minhae, et al.
Published: (2025)

Subgraph-Aware Training of Language Models for Knowledge Graph Completion Using Structure-Aware Contrastive Learning
by: Ko, Youmin, et al.
Published: (2024)

When to Speak, When to Abstain: Contrastive Decoding with Abstention
by: Kim, Hyuhng Joon, et al.
Published: (2024)

DocHop-QA: Towards Multi-Hop Reasoning over Multimodal Document Collections
by: Park, Jiwon, et al.
Published: (2025)

Can David Beat Goliath? On Multi-Hop Reasoning with Resource-Constrained Agents
by: Han, Hojae, et al.
Published: (2026)

Revisiting the Impact of Pursuing Modularity for Code Generation
by: Kang, Deokyeong, et al.
Published: (2024)

ADVICE: Answer-Dependent Verbalized Confidence Estimation
by: Seo, Ki Jung, et al.
Published: (2025)

Cross-Modal State-Space Graph Reasoning for Structured Summarization
by: Kim, Hannah, et al.
Published: (2025)

KGMEL: Knowledge Graph-Enhanced Multimodal Entity Linking
by: Kim, Juyeon, et al.
Published: (2025)

FinMME: Benchmark Dataset for Financial Multi-Modal Reasoning Evaluation
by: Luo, Junyu, et al.
Published: (2025)

Forget What Matters, Keep the Rest: Selective Unlearning of Informative Tokens
by: Koh, Seunghee, et al.
Published: (2026)

Unleashing Multi-Hop Reasoning Potential in Large Language Models through Repetition of Misordered Context
by: Yu, Sangwon, et al.
Published: (2024)

UniKnow: A Unified Framework for Reliable Language Model Behavior across Parametric and External Knowledge
by: Kim, Youna, et al.
Published: (2025)

Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models
by: Lee, Hwiyeong, et al.
Published: (2025)

Aligning Language Models to Explicitly Handle Ambiguity
by: Kim, Hyuhng Joon, et al.
Published: (2024)

MV-CLAM: Multi-View Molecular Interpretation with Cross-Modal Projection via Language Model
by: Ha, Sumin, et al.
Published: (2025)

Efficient Multi-Hop Question Answering over Knowledge Graphs via LLM Planning and Embedding-Guided Search
by: Shrestha, Manil, et al.
Published: (2025)

Investigating the Influence of Prompt-Specific Shortcuts in AI Generated Text Detection
by: Park, Choonghyun, et al.
Published: (2024)

Adaptive Contrastive Decoding in Retrieval-Augmented Generation for Handling Noisy Contexts
by: Kim, Youna, et al.
Published: (2024)

Progressively Modality Freezing for Multi-Modal Entity Alignment
by: Huang, Yani, et al.
Published: (2024)

NovelHopQA: Diagnosing Multi-Hop Reasoning Failures in Long Narrative Contexts
by: Gupta, Abhay, et al.
Published: (2025)

HopWeaver: Cross-Document Synthesis of High-Quality and Authentic Multi-Hop Questions
by: Shen, Zhiyu, et al.
Published: (2025)

Persona Extraction Through Semantic Similarity for Emotional Support Conversation Generation
by: Han, Seunghee, et al.
Published: (2024)

Robust Knowledge Editing via Explicit Reasoning Chains for Distractor-Resilient Multi-Hop QA
by: Wu, Yuchen, et al.
Published: (2025)

Learning Video Temporal Dynamics with Cross-Modal Attention for Robust Audio-Visual Speech Recognition
by: Kim, Sungnyun, et al.
Published: (2024)

Tokenization and Morphological Fidelity in Uralic NLP: A Cross-Lingual Evaluation
by: Xu, Nuo, et al.
Published: (2026)

KoBLEX: Open Legal Question Answering with Multi-hop Reasoning
by: Lee, Jihyung, et al.
Published: (2025)

HopRAG: Multi-Hop Reasoning for Logic-Aware Retrieval-Augmented Generation
by: Liu, Hao, et al.
Published: (2025)

Evaluating Multi-Hop Reasoning in Large Language Models: A Chemistry-Centric Case Study
by: Khodadad, Mohammad, et al.
Published: (2025)