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Chung-Chi Chen 0001

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affiliation: National Institute of Advanced Industrial Science and Technology, Japan

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2021
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
From Opinion Mining to Financial Argument Mining. Springer Briefs in Computer Science, Springer 2021, ISBN 978-981-16-2880-1, pp. 1-95

Journal Articles

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2023
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Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Makoto P. Kato, Yu-Lieh Huang:
FinTech on the Web: An Overview. ACM Trans. Web 17(2): 7:1-7:3 (2023)

Conference and Workshop Papers

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2024
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Chin-Yi Lin, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Argument-Based Sentiment Analysis on Forward-Looking Statements. ACL (Findings) 2024: 13804-13815
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Rungsiman Nararatwong, Chung-Chi Chen, Natthawut Kertkeidkachorn, Hiroya Takamura, Ryutaro Ichise:
DBQR-QA: A Question Answering Dataset on a Hybrid of Database Querying and Reasoning. ACL (Findings) 2024: 15169-15182
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Ramon Ruiz-Dolz, Chr-Jr Chiu, Chung-Chi Chen, Noriko Kando, Hsin-Hsi Chen:
Learning Strategies for Robust Argument Mining: An Analysis of Variations in Language and Domain. LREC/COLING 2024: 10286-10292
[c42]
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Jiantao Huang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
NumHG: A Dataset for Number-Focused Headline Generation. LREC/COLING 2024: 12323-12329
[c41]
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Chung-Chi Chen, Hiroya Takamura:
Term-Driven Forward-Looking Claim Synthesis in Earnings Calls. LREC/COLING 2024: 15752-15760
[c40]
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Tsung-Hsuan Pan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Enhancing Society-Undermining Disinformation Detection through Fine-Grained Sentiment Analysis Pre-Finetuning. EACL (Findings) 2024: 1371-1377
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Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao:
The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking Computation. NAACL (Short Papers) 2024: 631-637
[c38]
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Chung-Chi Chen, Jiantao Huang, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen:
SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation. SemEval@NAACL 2024: 1482-1491
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Yi-Ting Liu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
News-Driven Price Movement Forecasting with Label-Prior Graph Attention. WWW (Companion Volume) 2024: 569-572
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Sohom Ghosh, Chung-Chi Chen, Sudip Kumar Naskar:
Generator-Guided Crowd Reaction Assessment. WWW (Companion Volume) 2024: 597-600
2023
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Yu-Min Tseng, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
DynamicESG: A Dataset for Dynamically Unearthing ESG Ratings from News Articles. CIKM 2023: 5412-5416
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Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao:
Improving Numeracy by Input Reframing and Quantitative Pre-Finetuning Task. EACL (Findings) 2023: 69-77
[c33]
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Sin-Han Yang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Entity-Aware Dual Co-Attention Network for Fake News Detection. EACL (Findings) 2023: 106-113
[c32]
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Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen:
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation. EMNLP 2023: 843-851
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Sohom Ghosh, Sachin Umrao, Chung-Chi Chen, Sudip Kumar Naskar:
The Mask One At a Time Framework for Detecting the Relationship between Financial Entities. FIRE 2023: 40-43
[c30]
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Exploration Reduction by Selecting a Hierarchical Order of Implicit Author Demographic Characterizations. IACT@SIGIR 2023: 4-12
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Ming-Xuan Shi, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Enhancing Volatility Forecasting in Financial Markets: A General Numeral Attachment Dataset for Understanding Earnings Calls. IJCNLP (2) 2023: 37-42
[c28]
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Yining Juan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Generating Multiple Questions from Presentation Transcripts: A Pilot Study on Earnings Conference Calls. INLG 2023: 449-454
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Takehiro Takayanagi, Chung-Chi Chen, Kiyoshi Izumi:
Personalized Dynamic Recommender System for Investors. SIGIR 2023: 2246-2250
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Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen:
Financial Technology on the Web. WWW (Companion Volume) 2023: 1228
2022
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Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen:
An Overview of Financial Technology Innovation. WWW (Companion Volume) 2022: 572-575
2021
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Which kind of rumors may undermine society: perspectives from court orders. ASONAM 2021: 14-17
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Chung-Chi Chen, Hen-Hsen Huang, Yu-Lieh Huang, Hsin-Hsi Chen:
Constructing Noise Free Economic Policy Uncertainty Index. CIKM 2021: 2915-2919
[c22]
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Chung-Chi Chen, Hen-Hsen Huang, Yu-Lieh Huang, Hsin-Hsi Chen:
Distilling Numeral Information for Volatility Forecasting. CIKM 2021: 2920-2924
[c21]
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
NQuAD: 70, 000+ Questions for Machine Comprehension of the Numerals in Text. CIKM 2021: 2925-2929
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Yi-Ting Liou, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Dynamic Graph Transformer for Implicit Tag Recognition. EACL 2021: 1426-1431
[c19]
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Ting-Wei Hsu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis. EMNLP (1) 2021: 4417-4422
[c18]
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
A Research Agenda for Financial Opinion Mining. ICWSM 2021: 1059-1063
[c17]
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Ting-Wei Hsu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Risk-aware Regularization for Opinion-based Portfolio Selection. ICWSM 2021: 1080-1084
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Tsun-Hsien Tang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Retrieving Implicit Information for Stock Movement Prediction. SIGIR 2021: 2010-2014
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Yi-Ting Liou, Chung-Chi Chen, Tsun-Hsien Tang, Hen-Hsen Huang, Hsin-Hsi Chen:
FinSense: An Assistant System for Financial Journalists and Investors. WSDM 2021: 882-885
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Evaluating the Rationales of Amateur Investors. WWW 2021: 3987-3998
2020
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
NumClaim: Investor's Fine-grained Claim Detection. CIKM 2020: 1973-1976
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Issues and Perspectives from 10, 000 Annotated Financial Social Media Data. LREC 2020: 6106-6110
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Jui Chu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Learning to Generate Correct Numeric Values in News Headlines. WWW (Companion Volume) 2020: 17-18
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Ting-Wei Hsu, Chung-Chi Chen, Hen-Hsen Huang, Meng Chang Chen, Hsin-Hsi Chen:
Hedging via Opinion-based Pair Trading Strategy. WWW (Companion Volume) 2020: 69-70
2019
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Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen:
Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments. ACL (1) 2019: 6307-6313
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Next cashtag prediction on social trading platforms with auxiliary tasks. ASONAM 2019: 525-527
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Crowd View: Converting Investors' Opinions into Indicators. IJCAI 2019: 6500-6502
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Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen:
Final Report of the NTCIR-14 FinNum Task: Challenges and Current Status of Fine-Grained Numeral Understanding in Financial Social Media Data. NTCIR 2019: 183-192
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Numeral Attachment with Auxiliary Tasks. SIGIR 2019: 1161-1164
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Chung-Chi Chen, Hen-Hsen Huang, Chia-Wen Tsai, Hsin-Hsi Chen:
CrowdPT: Summarizing Crowd Opinions as Professional Analyst. WWW 2019: 3498-3502
2018
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Chung-Chi Chen, Hen-Hsen Huang, Yow-Ting Shiue, Hsin-Hsi Chen:
Numeral Understanding in Financial Tweets for Fine-Grained Crowd-Based Forecasting. WI 2018: 136-143
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Fine-Grained Analysis of Financial Tweets. WWW (Companion Volume) 2018: 1943-1949
2017
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
NLG301 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News. SemEval@ACL 2017: 847-851

Editorship

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2023
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Milad Alshomary, Chung-Chi Chen, Smaranda Muresan, Joonsuk Park, Julia Romberg:
Proceedings of the 10th Workshop on Argument Mining, ArgMining 2023, Singapore, December 7, 2023. Association for Computational Linguistics 2023, ISBN 979-8-89176-050-9 [contents]

Informal and Other Publications

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2024
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Sohom Ghosh, Chung-Chi Chen, Sudip Kumar Naskar:
Generator-Guided Crowd Reaction Assessment. CoRR abs/2403.09702 (2024)
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Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao:
FinGen: A Dataset for Argument Generation in Finance. CoRR abs/2405.20708 (2024)
2023
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Sin-Han Yang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Entity-Aware Dual Co-Attention Network for Fake News Detection. CoRR abs/2302.03475 (2023)
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Jiantao Huang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
NumHG: A Dataset for Number-Focused Headline Generation. CoRR abs/2309.01455 (2023)
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Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen:
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation. CoRR abs/2310.14981 (2023)
2022
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Chung-Chi Chen, Hiroya Takamura, Hsin-Hsi Chen:
FinTech for Social Good: A Research Agenda from NLP Perspective. CoRR abs/2211.06431 (2022)
2020
[i3]
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  dblp key:
  - journals/corr/abs-2005-01320
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
NLP in FinTech Applications: Past, Present and Future. CoRR abs/2005.01320 (2020)
[i2]
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  - journals/corr/abs-2005-01897
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Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen:
Fine-grained Financial Opinion Mining: A Survey and Research Agenda. CoRR abs/2005.01897 (2020)
2018
[i1]
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  - journals/corr/abs-1809-05356
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Chung-Chi Chen, Hen-Hsen Huang, Yow-Ting Shiue, Hsin-Hsi Chen:
Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting. CoRR abs/1809.05356 (2018)

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