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1. Are Expert-Level Language Models Expert-Level Annotators?

2. GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification

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Books, media, physical & digital resources

3. 'Why' Has the Least Side Effect on Model Editing

4. Co-Trained Retriever-Generator Framework for Question Generation in Earnings Calls

5. Pre-Finetuning with Impact Duration Awareness for Stock Movement Prediction

6. Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis

7. Unveiling Selection Biases: Exploring Order and Token Sensitivity in Large Language Models

8. Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation

9. NumHG: A Dataset for Number-Focused Headline Generation

10. Large Language Models Perform Diagnostic Reasoning

11. Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations

12. ZARA: Improving Few-Shot Self-Rationalization for Small Language Models

13. LED: A Dataset for Life Event Extraction from Dialogs

14. Entity-Aware Dual Co-Attention Network for Fake News Detection

15. FinTech for Social Good: A Research Agenda from NLP Perspective

16. From Opinion Mining to Financial Argument Mining

18. Fine-grained Financial Opinion Mining: A Survey and Research Agenda

19. Ten Questions in Lifelog Mining and Information Recall

20. NLP in FinTech Applications: Past, Present and Future

22. Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting

23. FinTech Applications

24. Perspectives and Conclusion

25. Numerals in Financial Narratives

26. Organizing Financial Opinions

27. Sources and Corpora

28. Modeling Financial Opinions

29. Introduction

31. Novel Word Embedding and Translation-based Language Modeling for Extractive Speech Summarization

32. Leveraging Word Embeddings for Spoken Document Summarization

33. Neural Query-Biased Abstractive Summarization Using Copying Mechanism

35. Final Report of the NTCIR-14 FinNum Task: Challenges and Current Status of Fine-Grained Numeral Understanding in Financial Social Media Data

40. Introduction

46. MKDS: A Medical Knowledge Discovery System Learned from Electronic Medical Records (Demonstration)

47. Irony Detection with Attentive Recurrent Neural Networks