Xiaomo Liu
20 papers · 2017–2026 · 7 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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πΊοΈ Taxonomy Completionist (46) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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(10)
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Renaissance Researcher
(7)
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The Questioner
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Century Club Β· Bronze
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Research topics
Machine Learning
(18)
Artificial Intelligence
(12)
Natural Language Processing
(11)
Applications
(10)
Application Areas
(8)
Core AI
(7)
Core Methods
(6)
Deep Learning
(5)
Learning Paradigms
(4)
Learning Types Β· Machine Learning
(4)
Resources & Methods
(4)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Domain-Specific
(2)
Keywords
text classification
(7)
large language model
(6)
document understanding
(3)
sentiment analysis
(3)
ensemble learning
(3)
domain adaptation
(2)
benchmark evaluation
(2)
word embedding
(2)
information extraction
(2)
social media
(2)
financial analysis
(2)
claim verification
(1)
natural language inference
(1)
social media analysis
(1)
machine translation
(1)
multi-task learning
(1)
differential privacy
(1)
information retrieval
(1)
visual question answering
(1)
named entity recognition
(1)
Papers
Detecting Non-Membership in LLM Training Data via Rank Correlations
EACL 2026
Distill and Align Decomposition for Enhanced Claim Verification
EACL 2026
ExStrucTiny: A Benchmark for Schema-Variable Structured Information Extraction from Document Images
EACL 2026
Perturb Your Data: Paraphrase-Guided Training Data Watermarking
AAAI 2026
BuDDIE: A Business Document Dataset for Multi-task Information Extraction
COLING 2025
CoCoLex: Confidence-guided Copy-based Decoding for Grounded Legal Text Generation
ACL 2025
The Impact of Domain-Specific Terminology on Machine Translation for Finance in European Languages
NAACL 2025
DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding
ACL 2024
Fine-Tuning Language Models with Differential Privacy through Adaptive Noise Allocation
EMNLP 2024
The State of the Art of Large Language Models on Chartered Financial Analyst Exams
EMNLP 2024
βWhat is the value of templates?β Rethinking Document Information Extraction Datasets for LLMs
EMNLP 2024
Are ChatGPT and GPT-4 General-Purpose Solvers for Financial Text Analytics? A Study on Several Typical Tasks
EMNLP 2023
Unsupervised Domain Adaptation using Lexical Transformations and Label Injection for Twitter Data
ACL 2023
AIR-JPMC@SMM4Hβ22: BERT + Ensembling = Too Cool: Using Multiple BERT Models Together for Various COVID-19 Tweet Identification Tasks
COLING 2022
AIR-JPMC@SMM4Hβ22: Classifying Self-Reported Intimate Partner Violence in Tweets with Multiple BERT-based Models
COLING 2022
AIR-JPMC@SMM4Hβ22: Identifying Self-Reported Spanish COVID-19 Symptom Tweets Through Multiple-Model Ensembling
COLING 2022
TweetFinSent: A Dataset of Stock Sentiments on Twitter
EMNLP 2022
Discovery News: A Generic Framework for Financial News Recommendation
AAAI 2020
funSentiment at SemEval-2017 Task 4: Topic-Based Message Sentiment Classification by Exploiting Word Embeddings, Text Features and Target Contexts
SemEval 2017
funSentiment at SemEval-2017 Task 5: Fine-Grained Sentiment Analysis on Financial Microblogs Using Word Vectors Built from StockTwits and Twitter
SemEval 2017