Xinya Du
40 papers · 2017–2026 · 9 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 (53) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Deep Specialist
(15)
π₯
Mega-Team Β· Squad
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Dynamic Duo
(13)
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Topic Evolution
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Keyword Champion
(5)
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Grand Slam
π
Conference Pioneer
π₯
Unstoppable Β· Silver
β
The Questioner
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
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Renaissance Researcher
(5)
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Trend Setter
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Keyword Collector
(180)
Top co-authors
Research topics
Natural Language Processing
(32)
Applications
(26)
Artificial Intelligence
(25)
Core AI
(23)
Machine Learning
(16)
Deep Learning
(11)
Learning Types Β· Deep Learning
(9)
Core Methods
(8)
Learning Types Β· Machine Learning
(8)
Resources & Methods
(5)
Understanding
(5)
Knowledge & Reasoning
(4)
Learning Paradigms
(4)
Generation
(3)
Representation
(3)
Keywords
event extraction
(9)
question answering
(9)
large language model
(8)
information extraction
(6)
document-level extraction
(5)
zero-shot learning
(5)
pre-trained language model
(4)
few-shot learning
(4)
knowledge graph
(3)
template filling
(3)
multi-hop question answering
(2)
logical reasoning
(2)
retrieval-augmented generation
(2)
hallucination detection
(2)
benchmark evaluation
(2)
language model
(2)
semantic analysis
(2)
inductive reasoning
(2)
reading comprehension
(2)
event argument extraction
(2)
Papers
Your Reasoning Model is Secretly a Reward Model - Optimization-Free Verification from Experience
ACL 2026
VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
ICML 2025
DSBench: How Far Are Data Science Agents from Becoming Data Science Experts?
ICLR 2025
Efficient Document-level Event Relation Extraction
NAACL 2025
FG-PRM: Fine-grained Hallucination Detection and Mitigation in Language Model Mathematical Reasoning
EMNLP 2025
FIHA: Automated Fine-grained Hallucinations Evaluations in Large Vision Language Models with Davidson Scene Graphs
ACL 2025
LMR-BENCH: Evaluating LLM Agentβs Ability on Reproducing Language Modeling Research
EMNLP 2025
SciEvent: Benchmarking Multi-domain Scientific Event Extraction
EMNLP 2025
Search Wisely: Mitigating Sub-optimal Agentic Searches By Reducing Uncertainty
EMNLP 2025
Document-level Causal Relation Extraction with Knowledge-guided Binary Question Answering
EMNLP 2024
FaithScore: Fine-grained Evaluations of Hallucinations in Large Vision-Language Models
EMNLP 2024
IQA-EVAL: Automatic Evaluation of Human-Model Interactive Question Answering
NeurIPS 2024
Language Models as Inductive Reasoners
EACL 2024
Large Language Models for Automated Open-domain Scientific Hypotheses Discovery
ACL 2024
Making Natural Language Reasoning Explainable and Faithful
AAAI 2024
MEQA: A Benchmark for Multi-hop Event-centric Question Answering with Explanations
NeurIPS 2024
QAEVENT: Event Extraction as Question-Answer Pairs Generation
EACL 2024
End-to-end Case-Based Reasoning for Commonsense Knowledge Base Completion
EACL 2023
Leveraging Structured Information for Explainable Multi-hop Question Answering and Reasoning
EMNLP 2023
Logical Entity Representation in Knowledge-Graphs for Differentiable Rule Learning
ICLR 2023
POE: Process of Elimination for Multiple Choice Reasoning
EMNLP 2023
Probing Representations for Document-level Event Extraction
EMNLP 2023
Toward Consistent and Informative Event-Event Temporal Relation Extraction
ACL 2023
Zero-Shot Classification by Logical Reasoning on Natural Language Explanations
ACL 2023
Automatic Error Analysis for Document-level Information Extraction
ACL 2022
Dynamic Global Memory for Document-level Argument Extraction
ACL 2022
RESIN-11: Schema-guided Event Prediction for 11 Newsworthy Scenarios
NAACL 2022
Retrieval-Augmented Generative Question Answering for Event Argument Extraction
EMNLP 2022
Few-shot Intent Classification and Slot Filling with Retrieved Examples
NAACL 2021
GRIT: Generative Role-filler Transformers for Document-level Event Entity Extraction
EACL 2021
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining
ACL 2021
Template Filling with Generative Transformers
NAACL 2021
Document-Level Event Role Filler Extraction using Multi-Granularity Contextualized Encoding
ACL 2020
Event Extraction by Answering (Almost) Natural Questions
EMNLP 2020
Improving Event Duration Prediction via Time-aware Pre-training
EMNLP 2020
Leveraging Structured Metadata for Improving Question Answering on the Web
AACL 2020
Be Consistent! Improving Procedural Text Comprehension using Label Consistency
NAACL 2019
Harvesting Paragraph-level Question-Answer Pairs from Wikipedia
ACL 2018
Identifying Where to Focus in Reading Comprehension for Neural Question Generation
EMNLP 2017
Learning to Ask: Neural Question Generation for Reading Comprehension
ACL 2017