Xinnuo Xu
12 papers · 2018–2025 · 7 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (32) 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird
🧬
Topic Evolution
🧭
Keyword Pioneer
🗃️
Keyword Collector
(76)
💎
Century Club · Bronze
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Research topics
Natural Language Processing
(9)
Generation
(8)
Artificial Intelligence
(7)
Core AI
(6)
Deep Learning
(5)
Machine Learning
(5)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Models
(2)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Architectures
(1)
Bayesian & Probabilistic
(1)
Keywords
natural language generation
(3)
abstractive summarization
(2)
large language model
(2)
text generation
(2)
data-to-text generation
(2)
neural network
(2)
bayesian inference
(1)
reasoning
(1)
few-shot learning
(1)
data augmentation
(1)
question answering
(1)
causal reasoning
(1)
inductive reasoning
(1)
task-oriented dialogue
(1)
semantic alignment
(1)
fact verification
(1)
neural text generation
(1)
posterior sampling
(1)
graph representation
(1)
question generation
(1)
Papers
Compositional Causal Reasoning Evaluation in Language Models
ICML 2025
Reasoning Elicitation in Language Models via Counterfactual Feedback
ICLR 2025
RE-IMAGINE: Symbolic Benchmark Synthesis for Reasoning Evaluation
ICML 2025
A Bayesian Approach to Data Point Selection
NeurIPS 2024
Graph Guided Question Answer Generation for Procedural Question-Answering
EACL 2024
Compositional Generalization for Data-to-Text Generation
EMNLP 2023
AggGen: Ordering and Aggregating while Generating
ACL 2021
AugNLG: Few-shot Natural Language Generation using Self-trained Data Augmentation
ACL 2021
MiRANews: Dataset and Benchmarks for Multi-Resource-Assisted News Summarization
EMNLP 2021
Datasets and Benchmarks for Task-Oriented Log Dialogue Ranking Task
Interspeech 2020
Fact-based Content Weighting for Evaluating Abstractive Summarisation
ACL 2020
Better Conversations by Modeling, Filtering, and Optimizing for Coherence and Diversity
EMNLP 2018