Ross Koval
5 papers · 2023–2025 · 5 conferences · across top CS/AI conferences
Achievements
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π§ Keyword Pioneer π Conference Polyglot (5) π Cross-Pollinator (11) π Renaissance Researcher (5) π Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(13)
π
Keyword Champion
(4)
Conferences
AACL (1)
ACL (1)
EACL (1)
EMNLP (1)
IJCNLP (1)
Top co-authors
Keywords
financial forecasting
(4)
time series forecasting
(3)
multimodal learning
(3)
time series
(2)
cross-modal alignment
(2)
tabular datum
(1)
multimodal language model
(1)
textual datum
(1)
pretrained language model
(1)
risk prediction
(1)
earnings forecasting
(1)
text processing
(1)
financial nlp
(1)
modality-specific expert
(1)
fine-grained interaction
(1)
multimodal time series
(1)
long document classification
(1)
earnings prediction
(1)
stock price
(1)
cross-document analysis
(1)
Papers
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series
AACL 2025
Multimodal Language Models for Financial Forecasting from Interleaved Sequences of Text and Time Series
IJCNLP 2025
Learning to Compare Financial Reports for Financial Forecasting
EACL 2024
Financial Forecasting from Textual and Tabular Time Series
EMNLP 2024
Forecasting Earnings Surprises from Conference Call Transcripts
ACL 2023