2 citations · 2 across the 2 of their papers we have counts for
3 papers
q-fin.CP2026
When Does "Post-Call" Begin? An Availability Contract for Earnings-Call NLP Benchmarks
Xiaoyu Ma, Kelvin J. L. Koa, Yuncong Liu +1
Corporate financial disclosures often unfold over time, with announcements, prepared remarks, and discussion spanning multiple high-frequency return intervals. Financial NLP benchm…
cs.CL2025
Enhancing LLM Reliability via Explicit Knowledge Boundary Modeling
Hang Zheng, Hongshen Xu, Yuncong Liu +3
Large language models (LLMs) are prone to hallucination stemming from misaligned self-awareness, particularly when processing queries exceeding their knowledge boundaries. While ex…
cs.CL2024★ 2 cited
FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs
Yixuan Liang, Yuncong Liu, Neng Wang +3
Financial sentiment analysis is crucial for understanding the influence of news on stock prices. Recently, large language models (LLMs) have been widely adopted for this purpose du…