Xiaonan Li
23 papers · 2019–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (6) π§ Keyword Pioneer π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (10) π Academic Marathon (6)
π§
Keyword Pioneer
π£
Hot Topic Early Bird
π
Conference Polyglot
(6)
π€
Dynamic Duo
(21)
π§¬
Topic Evolution
π
Century Club
(23)
β‘
Prolific Year
(5)
β
The Questioner
π
Trend Setter
ποΈ
Keyword Collector
(126)
π₯
Unstoppable
(7)
Conferences
EMNLP (11)
ACL (7)
COLING (2)
AAAI (1)
IJCNLP (1)
NAACL (1)
Top co-authors
Keywords
large language model
(7)
named entity recognition
(3)
sequence labeling
(3)
chain-of-thought reasoning
(2)
code representation
(2)
contrastive learning
(2)
inference cost
(2)
language model
(2)
model acceleration
(2)
multi-task learning
(2)
information retrieval
(2)
bert inference
(2)
early-exit mechanism
(2)
in-context learning
(2)
pre-trained model
(2)
contrastive pre-training
(2)
document retrieval
(2)
mathematical reasoning
(1)
adversarial learning
(1)
uncertainty quantification
(1)
Papers
R3-RAG: Learning Step-by-Step Reasoning and Retrieval for LLMs via Reinforcement Learning
EMNLP 2025
Long Chain-of-Thought Fine-tuning via Understanding-to-Reasoning Transition
EMNLP 2025
Case2Code: Scalable Synthetic Data for Code Generation
COLING 2025
Inference-Time Decontamination: Reusing Leaked Benchmarks for Large Language Model Evaluation
EMNLP 2024
Scaling Laws for Fact Memorization of Large Language Models
EMNLP 2024
LLatrieval: LLM-Verified Retrieval for Verifiable Generation
NAACL 2024
Reasoning in Flux: Enhancing Large Language Models Reasoning through Uncertainty-aware Adaptive Guidance
ACL 2024
Aggregation of Reasoning: A Hierarchical Framework for Enhancing Answer Selection in Large Language Models
COLING 2024
Unified Active Retrieval for Retrieval Augmented Generation
EMNLP 2024
UTC-IE: A Unified Token-pair Classification Architecture for Information Extraction
ACL 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve
EMNLP 2023
Finding Support Examples for In-Context Learning
EMNLP 2023
Unified Demonstration Retriever for In-Context Learning
ACL 2023
An Embarrassingly Easy but Strong Baseline for Nested Named Entity Recognition
ACL 2023
CodeRetriever: A Large Scale Contrastive Pre-Training Method for Code Search
EMNLP 2022
Soft-Labeled Contrastive Pre-Training for Function-Level Code Representation
EMNLP 2022
Backdoor Attacks on Pre-trained Models by Layerwise Weight Poisoning
EMNLP 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit
ACL 2021
Accelerating BERT Inference for Sequence Labeling via Early-Exit
IJCNLP 2021
BERT for Monolingual and Cross-Lingual Reverse Dictionary
EMNLP 2020
FLAT: Chinese NER Using Flat-Lattice Transformer
ACL 2020
Learning Sparse Sharing Architectures for Multiple Tasks
AAAI 2020
Does it Make Sense? And Why? A Pilot Study for Sense Making and Explanation
ACL 2019