Jiaxin Pei
18 papers · 2018–2025 · 4 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.
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🗺️ Taxonomy Completionist (44) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Gold 🐣 Hot Topic Early Bird
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Dynamic Duo
(12)
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The Questioner
(2)
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Unstoppable · Bronze
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Century Club · Bronze
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Prolific Year · Productive
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Natural Language Processing
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Artificial Intelligence
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Deep Learning
(6)
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(5)
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Learning Types · Deep Learning
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Keywords
text classification
(6)
large language model
(4)
sentiment analysis
(4)
natural language processing
(3)
zero-shot learning
(2)
multilingual nlp
(2)
text annotation
(2)
question answering
(2)
transfer learning
(1)
social media analysis
(1)
multi-task learning
(1)
natural language generation
(1)
language model evaluation
(1)
prompt engineering
(1)
unified benchmark
(1)
text summarization
(1)
named entity recognition
(1)
response generation
(1)
benchmark evaluation
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representation learning
(1)
Papers
Beyond Demographics: Fine-tuning Large Language Models to Predict Individuals’ Subjective Text Perceptions
ACL 2025
Causally Modeling the Linguistic and Social Factors that Predict Email Response
NAACL 2025
Sociodemographic Prompting is Not Yet an Effective Approach for Simulating Subjective Judgments with LLMs
NAACL 2025
The Automated but Risky Game: Modeling Agent-to-Agent Negotiations and Transactions in Consumer Markets
EMNLP 2025
Modeling and Detecting Company Risks from News
NAACL 2024
When ”A Helpful Assistant” Is Not Really Helpful: Personas in System Prompts Do Not Improve Performances of Large Language Models
EMNLP 2024
Do LLMs Understand Social Knowledge? Evaluating the Sociability of Large Language Models with SocKET Benchmark
EMNLP 2023
Exploring Linguistic Style Matching in Online Communities: The Role of Social Context and Conversation Dynamics
ACL 2023
SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis
SemEval 2023
SuperTweetEval: A Challenging, Unified and Heterogeneous Benchmark for Social Media NLP Research
EMNLP 2023
When Do Annotator Demographics Matter? Measuring the Influence of Annotator Demographics with the POPQUORN Dataset
ACL 2023
Modeling Information Change in Science Communication with Semantically Matched Paraphrases
EMNLP 2022
POTATO: The Portable Text Annotation Tool
EMNLP 2022
Measuring Sentence-Level and Aspect-Level (Un)certainty in Science Communications
EMNLP 2021
MATINF: A Jointly Labeled Large-Scale Dataset for Classification, Question Answering and Summarization
ACL 2020
Pre-train and Plug-in: Flexible Conditional Text Generation with Variational Auto-Encoders
ACL 2020
Quantifying Intimacy in Language
EMNLP 2020
S2SPMN: A Simple and Effective Framework for Response Generation with Relevant Information
EMNLP 2018