Chung-Chi Chen

109 papers A* 10A 13B 7Journal 36Unranked 40
YearRankTypeTitle / Venue / Authors
2026 J jnl
Commitment Checklist: Auditing Author Commitments in Peer Review.
CoRR
Chung-Chi Chen, Iryna Gurevych
2026 — conf
Confidence-Driven Multi-Scale Model Selection for Cost-Efficient Inference.
EACL (Findings)
Bo-Wei Chen, Chung-Chi Chen, An-Zi Yen
2026 J jnl
Confidence-Driven Multi-Scale Model Selection for Cost-Efficient Inference.
CoRR
Bo-Wei Chen, Chung-Chi Chen, An-Zi Yen
2026 A* conf
Self-Guided Planning and Repair Framework for Code Generation (Student Abstract).
AAAI
Chun-Wei Kang, Chung-Chi Chen, An-Zi Yen
2026 — conf
The First Workshop on Information Retrieval for Accountability and Integrity (IRAI).
ECIR (3)
Chung-Chi Chen, Juyeon Kang, Anaïs Lhuissier, Dittaya Wanvarie, Min-Yuh Day, Hiroya Takamura, Yohei Seki
2025 A conf
Advances in Financial AI: Innovations, Risk, and Responsibility in the Era of LLMs.
CIKM
Yongjae Lee, Nazanin Mehrasa, Chanyeol Choi, Chung-Chi Chen, Dhagash Mehta, Stefan Zohren, Yoon Kim, Chulheum Lee, Yeonhee Lee, Eunsook Oh
2025 — book
Agent AI for Finance - Artificial Intelligence, Multiagent Systems, and Cognitive Robotics
Chung-Chi Chen, Hiroya Takamura
2025 — conf
Can GPT-4 Sway Experts' Investment Decisions?
NAACL (Findings)
Takehiro Takayanagi, Hiroya Takamura, Kiyoshi Izumi, Chung-Chi Chen
2025 — conf
Co-Trained Retriever-Generator Framework for Question Generation in Earnings Calls.
WWW (Companion Volume)
Yining Juan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2025 A conf
Company-Specific Knowledge Matters: Retrieval-Augmented Generation for Earnings Call Answer Rehearsal.
CIKM
Yung-Yu Shih, Yun-Nung Chen, Chung-Chi Chen
2025 J jnl
Decision-Oriented Text Evaluation.
CoRR
Yu-Shiang Huang, Chuan-Ju Wang, Chung-Chi Chen
2025 J jnl
Diagnosing Model Editing via Knowledge Spectrum.
CoRR
Tsung-Hsuan Pan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2025 — conf
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis.
IJCNLP-AACL (long papers)
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2025 J jnl
Evaluating Large Language Models as Expert Annotators.
CoRR
Yu-Min Tseng, Wei-Lin Chen, Chung-Chi Chen, Hsin-Hsi Chen
2025 B conf
From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls.
COLING
Tomas Goldsack, Yang Wang, Chenghua Lin, Chung-Chi Chen
2025 B conf
GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification.
COLING
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao, Hsin-Hsi Chen
2025 A* conf
Information Retrieval in Finance: Industry and Academic Perspectives on Innovation.
SIGIR
Chung-Chi Chen, Yongjae Lee, Alejandro Lopez-Lira, Chanyeol Choi, Richard McCreadie, Javier Sanz-Cruzado
2025 A* conf
ML-Promise: A Multilingual Dataset for Corporate Promise Verification.
EMNLP
Yohei Seki, Hakusen Shu, Anaïs Lhuissier, Hanwool Lee, Juyeon Kang, Min-Yuh Day, Chung-Chi Chen
2025 J jnl
Modeling Professionalism in Expert Questioning through Linguistic Differentiation.
CoRR
Giulia D'Agostino, Chung-Chi Chen
2025 — conf
Observing Micromotives and Macrobehavior of Large Language Models.
IJCNLP-AACL (long papers)
Yuyang Cheng, Xingwei Qu, Tomas Goldsack, Chenghua Lin, Chung-Chi Chen
2025 — conf
Overview of NTCIR-18.
NTCIR
Chung-Chi Chen, Qingyao Ai, Shoko Wakamiya
2025 — conf
Overview of the NTCIR-18 FinArg-2 Task: Temporal Inferenceof Financial Arguments.
NTCIR
Chung-Chi Chen, Chin-Yi Lin, Cheng-Chih Chiu, Hen-Hsen Huang, Alaa Alhamzeh, Yu-Lieh Huang, Hiroya Takamura, Hsin-Hsi Chen
2025 — conf
Pre-Finetuning with Impact Duration Awareness for Stock Movement Prediction.
WWW (Companion Volume)
Cheng-Chih Chiu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2025 — conf
Proceedings of the Joint Workshop of the 9th Financial Technology and Natural Language Processing (FinNLP), the 6th Financial Narrative Processing (FNP), and the 1st Workshop on Large Language Models for Finance and Legal (LLMFinLegal).
COLING Workshops
Chung-Chi Chen, Antonio Moreno-Sandoval, Jimin Huang, Qianqian Xie, Sophia Ananiadou, Hsin-Hsi Chen
2025 — conf
RAG-Enhanced Evidence Recommendation in Financial Legal Resolutions.
WWW (Companion Volume)
Hsiu-Hung Lee, Chung-Chi Chen, An-Zi Yen
2025 J jnl
Refining Financial Consumer Complaints through Multi-Scale Model Interaction.
CoRR
Bo-Wei Chen, An-Zi Yen, Chung-Chi Chen
2025 J jnl
Report on AgentScen2025.
J. Nat. Lang. Process.
Tatsuya Ishigaki, Chung-Chi Chen, Wataru Hirota, Tomoki Taniguchi, Tomoko Ohkuma
2025 J jnl
Report on the 18th Round of NII Testbeds and Community for Information Access Research (NTCIR-18).
SIGIR Forum
Chung-Chi Chen, Qingyao Ai, Shoko Wakamiya, Makoto P. Kato, Yiqun Liu, Charles L. A. Clarke, Noriko Kando
2025 J jnl
The Impact and Feasibility of Self-Confidence Shaping for AI-Assisted Decision-Making.
CoRR
Takehiro Takayanagi, Ryuji Hashimoto, Chung-Chi Chen, Kiyoshi Izumi
2024 J jnl
"Why" Has the Least Side Effect on Model Editing.
CoRR
Tsung-Hsuan Pan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2024 J jnl
Are Expert-Level Language Models Expert-Level Annotators?
CoRR
Yu-Min Tseng, Wei-Lin Chen, Chung-Chi Chen, Hsin-Hsi Chen
2024 — conf
Argument-Based Sentiment Analysis on Forward-Looking Statements.
ACL (Findings)
Chin-Yi Lin, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2024 A conf
Automation of Text-Based Economic Indicator Construction: A Pilot Exploration on Economic Policy Uncertainty Index.
CIKM
Hsiu-Hsuan Yeh, Yu-Lieh Huang, Ziho Park, Chung-Chi Chen
2024 J jnl
Beyond Turing Test: Can GPT-4 Sway Experts' Decisions?
CoRR
Takehiro Takayanagi, Hiroya Takamura, Kiyoshi Izumi, Chung-Chi Chen
2024 J jnl
Co-Trained Retriever-Generator Framework for Question Generation in Earnings Calls.
CoRR
Yining Juan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2024 — conf
DBQR-QA: A Question Answering Dataset on a Hybrid of Database Querying and Reasoning.
ACL (Findings)
Rungsiman Nararatwong, Chung-Chi Chen, Natthawut Kertkeidkachorn, Hiroya Takamura, Ryutaro Ichise
2024 J jnl
Distilling Analysis from Generative Models for Investment Decisions.
CoRR
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2024 J jnl
Enhancing Financial Sentiment Analysis with Expert-Designed Hint.
CoRR
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2024 J jnl
Enhancing Investment Opinion Ranking through Argument-Based Sentiment Analysis.
CoRR
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2024 — conf
Enhancing Society-Undermining Disinformation Detection through Fine-Grained Sentiment Analysis Pre-Finetuning.
EACL (Findings)
Tsung-Hsuan Pan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2024 J jnl
FinGen: A Dataset for Argument Generation in Finance.
CoRR
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2024 J jnl
From Facts to Insights: A Study on the Generation and Evaluation of Analytical Reports for Deciphering Earnings Calls.
CoRR
Tomas Goldsack, Yang Wang, Chenghua Lin, Chung-Chi Chen
2024 J jnl
GADFA: Generator-Assisted Decision-Focused Approach for Opinion Expressing Timing Identification.
CoRR
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2024 — conf
Generator-Guided Crowd Reaction Assessment.
WWW (Companion Volume)
Sohom Ghosh, Chung-Chi Chen, Sudip Kumar Naskar
2024 J jnl
Generator-Guided Crowd Reaction Assessment.
CoRR
Sohom Ghosh, Chung-Chi Chen, Sudip Kumar Naskar
2024 J jnl
Hierarchical Organization Simulacra in the Investment Sector.
CoRR
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2024 — conf
Learning Strategies for Robust Argument Mining: An Analysis of Variations in Language and Domain.
LREC/COLING
Ramon Ruiz-Dolz, Chr-Jr Chiu, Chung-Chi Chen, Noriko Kando, Hsin-Hsi Chen
2024 J jnl
ML-Promise: A Multilingual Dataset for Corporate Promise Verification.
CoRR
Yohei Seki, Hakusen Shu, Anaïs Lhuissier, Hanwool Lee, Juyeon Kang, Min-Yuh Day, Chung-Chi Chen
2024 — conf
News-Driven Price Movement Forecasting with Label-Prior Graph Attention.
WWW (Companion Volume)
Yi-Ting Liu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2024 — conf
NumHG: A Dataset for Number-Focused Headline Generation.
LREC/COLING
Jiantao Huang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2024 J jnl
Observing Micromotives and Macrobehavior of Large Language Models.
CoRR
Yuyang Cheng, Xingwei Qu, Tomas Goldsack, Chenghua Lin, Chung-Chi Chen
2024 J jnl
Paraphrase-Aligned Machine Translation.
CoRR
Ke-Ching Chang, Chung-Chi Chen, An-Zi Yen
2024 J jnl
Pre-Finetuning with Impact Duration Awareness for Stock Movement Prediction.
CoRR
Chr-Jr Chiu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2024 A conf
Professionalism-Aware Pre-Finetuning for Profitability Ranking.
CIKM
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2024 J jnl
Rehearsing Answers to Probable Questions with Perspective-Taking.
CoRR
Yung-Yu Shih, Ziwei Xu, Hiroya Takamura, Yun-Nung Chen, Chung-Chi Chen
2024 — conf
SemEval-2024 Task 7: Numeral-Aware Language Understanding and Generation.
SemEval@NAACL
Chung-Chi Chen, Jiantao Huang, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen
2024 — conf
Term-Driven Forward-Looking Claim Synthesis in Earnings Calls.
LREC/COLING
Chung-Chi Chen, Hiroya Takamura
2024 — conf
The Impact of Language on Arithmetic Proficiency: A Multilingual Investigation with Cross-Agent Checking Computation.
NAACL (Short Papers)
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2023 A conf
DynamicESG: A Dataset for Dynamically Unearthing ESG Ratings from News Articles.
CIKM
Yu-Min Tseng, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2023 — conf
Enhancing Volatility Forecasting in Financial Markets: A General Numeral Attachment Dataset for Understanding Earnings Calls.
IJCNLP (2)
Ming-Xuan Shi, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2023 — conf
Entity-Aware Dual Co-Attention Network for Fake News Detection.
EACL (Findings)
Sin-Han Yang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2023 J jnl
Entity-Aware Dual Co-Attention Network for Fake News Detection.
CoRR
Sin-Han Yang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2023 — conf
Exploration Reduction by Selecting a Hierarchical Order of Implicit Author Demographic Characterizations.
IACT@SIGIR
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2023 A* conf
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation.
EMNLP
Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen
2023 J jnl
Fidelity-Enriched Contrastive Search: Reconciling the Faithfulness-Diversity Trade-Off in Text Generation.
CoRR
Wei-Lin Chen, Cheng-Kuang Wu, Hsin-Hsi Chen, Chung-Chi Chen
2023 J jnl
FinTech on the Web: An Overview.
ACM Trans. Web
Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Makoto P. Kato, Yu-Lieh Huang
2023 — conf
Financial Technology on the Web.
WWW (Companion Volume)
Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen
2023 B conf
Generating Multiple Questions from Presentation Transcripts: A Pilot Study on Earnings Conference Calls.
INLG
Yining Juan, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2023 — conf
Improving Numeracy by Input Reframing and Quantitative Pre-Finetuning Task.
EACL (Findings)
Chung-Chi Chen, Hiroya Takamura, Ichiro Kobayashi, Yusuke Miyao
2023 J jnl
NumHG: A Dataset for Number-Focused Headline Generation.
CoRR
Jiantao Huang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2023 — conf
Overview of the NTCIR-17 FinArg-1 Task: Fine-Grained Argument Understanding in Financial Analysis.
NTCIR
Chung-Chi Chen, Chin-Yi Lin, Chr-Jr Chiu, Hen-Hsen Huang, Alaa Alhamzeh, Yu-Lieh Huang, Hiroya Takamura, Hsin-Hsi Chen
2023 A* conf
Personalized Dynamic Recommender System for Investors.
SIGIR
Takehiro Takayanagi, Chung-Chi Chen, Kiyoshi Izumi
2023 — ed.
Proceedings of the 10th Workshop on Argument Mining, ArgMining 2023, Singapore, December 7, 2023
ArgMining@EMNLP
Milad Alshomary, Chung-Chi Chen, Smaranda Muresan, Joonsuk Park, Julia Romberg
2023 — conf
The Mask One At a Time Framework for Detecting the Relationship between Financial Entities.
FIRE
Sohom Ghosh, Sachin Umrao, Chung-Chi Chen, Sudip Kumar Naskar
2022 — conf
An Overview of Financial Technology Innovation.
WWW (Companion Volume)
Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen
2022 J jnl
FinTech for Social Good: A Research Agenda from NLP Perspective.
CoRR
Chung-Chi Chen, Hiroya Takamura, Hsin-Hsi Chen
2022 — conf
Overview of the NTCIR-16 FinNum-3 Task: Investor's and Manager's Fine-grained Claim Detection.
NTCIR
Chung-Chi Chen, Hen-Hsen Huang, Yu-Lieh Huang, Hiroya Takamura, Hsin-Hsi Chen
2021 A conf
A Research Agenda for Financial Opinion Mining.
ICWSM
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 A conf
Constructing Noise Free Economic Policy Uncertainty Index.
CIKM
Chung-Chi Chen, Hen-Hsen Huang, Yu-Lieh Huang, Hsin-Hsi Chen
2021 A conf
Distilling Numeral Information for Volatility Forecasting.
CIKM
Chung-Chi Chen, Hen-Hsen Huang, Yu-Lieh Huang, Hsin-Hsi Chen
2021 A conf
Dynamic Graph Transformer for Implicit Tag Recognition.
EACL
Yi-Ting Liou, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 A* conf
Evaluating the Rationales of Amateur Investors.
WWW
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 A conf
FinSense: An Assistant System for Financial Journalists and Investors.
WSDM
Yi-Ting Liou, Chung-Chi Chen, Tsun-Hsien Tang, Hen-Hsen Huang, Hsin-Hsi Chen
2021 — conf
Financial Opinion Mining.
EMNLP (Tutorial Abstracts)
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 — book
From Opinion Mining to Financial Argument Mining
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 A conf
NQuAD: 70, 000+ Questions for Machine Comprehension of the Numerals in Text.
CIKM
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 A* conf
Retrieving Implicit Information for Stock Movement Prediction.
SIGIR
Tsun-Hsien Tang, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 A conf
Risk-aware Regularization for Opinion-based Portfolio Selection.
ICWSM
Ting-Wei Hsu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 — conf
Semantics-Preserved Data Augmentation for Aspect-Based Sentiment Analysis.
EMNLP (1)
Ting-Wei Hsu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2021 B conf
Which kind of rumors may undermine society: perspectives from court orders.
ASONAM
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2020 J jnl
Fine-grained Financial Opinion Mining: A Survey and Research Agenda.
CoRR
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2020 — conf
Hedging via Opinion-based Pair Trading Strategy.
WWW (Companion Volume)
Ting-Wei Hsu, Chung-Chi Chen, Hen-Hsen Huang, Meng Chang Chen, Hsin-Hsi Chen
2020 B conf
Issues and Perspectives from 10, 000 Annotated Financial Social Media Data.
LREC
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2020 — conf
Learning to Generate Correct Numeric Values in News Headlines.
WWW (Companion Volume)
Jui Chu, Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2020 J jnl
NLP in FinTech Applications: Past, Present and Future.
CoRR
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2020 A conf
NumClaim: Investor's Fine-grained Claim Detection.
CIKM
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2020 — conf
Overview of the NTCIR-15 FinNum-2 Task: Numeral Attachment in Financial Tweets.
NTCIR
Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen
2019 A* conf
Crowd View: Converting Investors' Opinions into Indicators.
IJCAI
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2019 A* conf
CrowdPT: Summarizing Crowd Opinions as Professional Analyst.
WWW
Chung-Chi Chen, Hen-Hsen Huang, Chia-Wen Tsai, Hsin-Hsi Chen
2019 — conf
Final Report of the NTCIR-14 FinNum Task: Challenges and Current Status of Fine-Grained Numeral Understanding in Financial Social Media Data.
NTCIR (Revised Selected Papers)
Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen
2019 B conf
Next cashtag prediction on social trading platforms with auxiliary tasks.
ASONAM
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2019 — conf
Numeracy-600K: Learning Numeracy for Detecting Exaggerated Information in Market Comments.
ACL (1)
Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen
2019 A* conf
Numeral Attachment with Auxiliary Tasks.
SIGIR
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2019 — conf
Overview of the NTCIR-14 FinNum Task: Fine-Grained Numeral Understanding in Financial Social Media Data.
NTCIR
Chung-Chi Chen, Hen-Hsen Huang, Hiroya Takamura, Hsin-Hsi Chen
2018 — conf
Fine-Grained Analysis of Financial Tweets.
WWW (Companion Volume)
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2018 B conf
Numeral Understanding in Financial Tweets for Fine-Grained Crowd-Based Forecasting.
WI
Chung-Chi Chen, Hen-Hsen Huang, Yow-Ting Shiue, Hsin-Hsi Chen
2018 J jnl
Numeral Understanding in Financial Tweets for Fine-grained Crowd-based Forecasting.
CoRR
Chung-Chi Chen, Hen-Hsen Huang, Yow-Ting Shiue, Hsin-Hsi Chen
2017 — conf
NLG301 at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs and News.
SemEval@ACL
Chung-Chi Chen, Hen-Hsen Huang, Hsin-Hsi Chen
2016 J jnl
A process model for bricolage-based resource co-management for a resource-constrained government IT project: Lessons learned from Taiwan's DOC project.
Inf. Technol. People
Chung-Chi Chen, Gwo-Guang Lee, Tzu-Chuan Chou