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09/04/2023
NumHG: A Dataset for Number-Focused Headline Generation
Headline generation, a key task in abstractive summarization, strives to...
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07/18/2023
Large Language Models Perform Diagnostic Reasoning
We explore the extension of chain-of-thought (CoT) prompting to medical ...
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05/24/2023
Self-ICL: Zero-Shot In-Context Learning with Self-Generated Demonstrations
Large language models (LMs) have exhibited superior in-context learning ...
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05/12/2023
ZARA: Improving Few-Shot Self-Rationalization for Small Language Models
Language models (LMs) that jointly generate end-task answers as well as ...
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04/17/2023
LED: A Dataset for Life Event Extraction from Dialogs
Lifelogging has gained more attention due to its wide applications, such...
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02/07/2023
Entity-Aware Dual Co-Attention Network for Fake News Detection
Fake news and misinformation spread rapidly on the Internet. How to iden...
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11/13/2022
FinTech for Social Good: A Research Agenda from NLP Perspective
Making our research results positively impact on society and environment...
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05/05/2020
Fine-grained Financial Opinion Mining: A Survey and Research Agenda
Opinion mining is a prevalent research issue in many domains. In the fin...
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05/05/2020
Fine-grained Opinion Mining in Financial Data: A Survey and Research Agenda
Opinion mining is a prevalent research issue in many domains. In the fin...
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05/04/2020
Ten Questions in Lifelog Mining and Information Recall
With the advance of science and technology, people are used to record th...
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05/04/2020
NLP in FinTech Applications: Past, Present and Future
Financial Technology (FinTech) is one of the worldwide rapidly-rising to...
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09/14/2018
Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting
Numerals that contain much information in financial documents are crucia...
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07/22/2016
Novel Word Embedding and Translation-based Language Modeling for Extractive Speech Summarization
Word embedding methods revolve around learning continuous distributed ve...
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06/14/2015