Ross Koval
4 papers · 2023–2025 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(12)
🏆
Keyword Champion
(3)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(3)
Data Science & Analytics
(2)
Machine Learning
(2)
Natural Language Processing
(2)
Applications
(2)
Core Methods
(2)
Methods
(2)
Deep Learning
(1)
Learning Paradigms
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Resources & Methods
(1)
Keywords
financial forecasting
(3)
time series forecasting
(2)
multimodal learning
(2)
time series
(2)
language model
(1)
cross-modal alignment
(1)
tabular data
(1)
pre-trained language model
(1)
multimodal language model
(1)
textual data
(1)
risk prediction
(1)
earnings forecasting
(1)
financial nlp
(1)
modality-specific expert
(1)
fine-grained interaction
(1)
multimodal time series
(1)
long document classification
(1)
earnings prediction
(1)
cross-document analysis
(1)
document pair comparison
(1)
Papers
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series
IJCNLP 2025
Financial Forecasting from Textual and Tabular Time Series
EMNLP 2024
Learning to Compare Financial Reports for Financial Forecasting
EACL 2024
Forecasting Earnings Surprises from Conference Call Transcripts
ACL 2023