Jimin Huang
25 papers · 2018–2026 · 6 conferences · across top CS/AI conferences
Achievements
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π Academic Marathon (7) π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (6) π Cross-Pollinator (12)
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Conference Polyglot
(6)
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Academic Marathon
(7)
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Renaissance Researcher
(9)
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Mega-Team
(34)
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Dynamic Duo
(19)
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Topic Evolution
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Keyword Champion
(3)
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Century Club
(19)
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Prolific Year
(5)
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Unstoppable
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Keyword Collector
(81)
Conferences
ACL (11)
NIPS (5)
COLING (3)
NAACL (3)
EMNLP (2)
IJCNLP (1)
Top co-authors
Research topics
Keywords
large language model
(15)
question answering
(4)
extractive summarization
(3)
stock trading
(3)
benchmark evaluation
(3)
financial benchmark
(3)
domain adaptation
(2)
financial natural language processing
(2)
legal reasoning
(2)
risk management
(2)
financial reasoning
(2)
text classification
(2)
information extraction
(2)
multilingual nlp
(2)
named entity recognition
(2)
instruction tuning
(2)
chinese legal
(2)
preference alignment
(1)
direct preference optimization
(1)
symbolic reasoning
(1)
Papers
All That Glisters Is Not Gold: A Benchmark for Reference-Free Counterfactual Financial Misinformation Detection
ACL 2026
FinReporting: An Agentic Workflow for Localized Reporting of Cross-Jurisdiction Financial Disclosure
ACL 2026
SAHM: A Benchmark for Arabic Financial and Shariβah-Compliant Reasoning
ACL 2026
MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
ACL 2026
The Illusion of Specialization: Unveiling the Domain-Invariant "Standing Committee" in Mixture-of-Experts Models
ACL 2026
FinChain: A Symbolic Benchmark for Verifiable Chain-of-Thought Financial Reasoning
ACL 2026
LAiW: A Chinese Legal Large Language Models Benchmark
COLING 2025
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
ACL 2025
FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
ACL 2025
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain
COLING 2025
Selective Preference Optimization via Token-Level Reward Function Estimation
EMNLP 2025
Plutus: Benchmarking Large Language Models in Low-Resource Greek Finance
EMNLP 2025
UCFE: A User-Centric Financial Expertise Benchmark for Large Language Models
NAACL 2025
UCL-Bench: A Chinese User-Centric Legal Benchmark for Large Language Models
NAACL 2025
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
NIPS 2024
FinBen: A Holistic Financial Benchmark for Large Language Models
NIPS 2024
HealMe: Harnessing Cognitive Reframing in Large Language Models for Psychotherapy
ACL 2024
MetaAligner: Towards Generalizable Multi-Objective Alignment of Language Models
NIPS 2024
HARMONIC: Harnessing LLMs for Tabular Data Synthesis and Privacy Protection
NIPS 2024
PIXIU: A Comprehensive Benchmark, Instruction Dataset and Large Language Model for Finance
NIPS 2023
GRETEL: Graph Contrastive Topic Enhanced Language Model for Long Document Extractive Summarization
COLING 2022
Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders
ACL 2021
Graph Relational Topic Model with Higher-order Graph Attention Auto-encoders
IJCNLP 2021
Inductive Topic Variational Graph Auto-Encoder for Text Classification
NAACL 2021
Neural Sparse Topical Coding
ACL 2018