Hainiu Xu
12 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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๐ฃ Hot Topic Early Bird ๐ Conference Polyglot ยท Bronze ๐ Interdisciplinary Bridge ยท Silver ๐บ๏ธ Taxonomy Completionist (36) ๐ Keyword Champion (2)
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Century Club ยท Bronze
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Prolific Year ยท Productive
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Research topics
Artificial Intelligence
(12)
Core AI
(12)
Natural Language Processing
(8)
Machine Learning
(5)
Applications
(5)
Resources & Methods
(4)
Core Methods
(3)
Learning Types
(3)
Understanding
(2)
Deep Learning
(1)
Interdisciplinary
(1)
Application Areas
(1)
Cognitive Science
(1)
Generation
(1)
Learning Paradigms
(1)
Keywords
large language model
(7)
relationship extraction
(2)
benchmark dataset
(2)
chain-of-thought prompting
(2)
narrative understanding
(2)
entity state
(2)
theory of mind
(2)
text classification
(1)
causal reasoning
(1)
multi-task learning
(1)
prompt engineering
(1)
machine-generated text detection
(1)
preference optimization
(1)
text representation
(1)
question answering
(1)
information extraction
(1)
few-shot learning
(1)
social intelligence
(1)
instruction tuning
(1)
symbolic reasoning
(1)
Papers
SymbolicThought: Integrating Language Models and Symbolic Reasoning for Consistent and Interpretable Human Relationship Understanding
ACL 2026
EnigmaToM: Improve LLMsโ Theory-of-Mind Reasoning Capabilities with Neural Knowledge Base of Entity States
ACL 2025
Modeling Subjectivity in Cognitive Appraisal with Language Models
EMNLP 2025
Calibrating LLMs with Preference Optimization on Thought Trees for Generating Rationale in Science Question Scoring
EMNLP 2024
Large Language Models Fall Short: Understanding Complex Relationships in Detective Narratives
ACL 2024
OpenPI2.0: An Improved Dataset for Entity Tracking in Texts
EACL 2024
OpenToM: A Comprehensive Benchmark for Evaluating Theory-of-Mind Reasoning Capabilities of Large Language Models
ACL 2024
RAID: A Shared Benchmark for Robust Evaluation of Machine-Generated Text Detectors
ACL 2024
Towards Unified Task Embeddings Across Multiple Models: Bridging the Gap for Prompt-Based Large Language Models and Beyond
ACL 2024
Causal Reasoning of Entities and Events in Procedural Texts
EACL 2023
Exploring the Curious Case of Code Prompts
ACL 2023
Human-in-the-loop Schema Induction
ACL 2023