Leyang Cui
41 papers · 2019–2025 · 8 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 (81) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird
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Dynamic Duo
(26)
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(10)
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Prolific Year · Prolific
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The Questioner
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Century Club · Bronze
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Research topics
Natural Language Processing
(34)
Machine Learning
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Artificial Intelligence
(23)
Core AI
(22)
Applications
(16)
Deep Learning
(14)
Learning Types · Machine Learning
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Resources & Methods
(12)
Generation
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Learning Types · Deep Learning
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Core Methods
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Application Areas
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Understanding
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Optimization & Theory
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Models
(4)
Keywords
large language model
(12)
text generation
(6)
neural network
(4)
constituency parsing
(3)
domain adaptation
(3)
text classification
(3)
grammatical error correction
(3)
machine translation
(3)
logical reasoning
(3)
cross-domain generalization
(2)
information retrieval
(2)
supervised fine-tuning
(2)
sentiment analysis
(2)
natural language processing
(2)
commonsense reasoning
(2)
natural language generation
(2)
question answering
(2)
attention mechanism
(2)
in-context learning
(2)
few-shot learning
(2)
Papers
Alleviating Hallucinations of Large Language Models through Induced Hallucinations
NAACL 2025
Exploring the Reliability of Large Language Models as Customized Evaluators for Diverse NLP Tasks
COLING 2025
Lost in Literalism: How Supervised Training Shapes Translationese in LLMs
ACL 2025
Neuro-Symbolic Integration Brings Causal and Reliable Reasoning Proofs
NAACL 2025
Thinking Out Loud: Do Reasoning Models Know When They’re Right?
EMNLP 2025
Benchmarking and Improving Long-Text Translation with Large Language Models
ACL 2024
Gated Slot Attention for Efficient Linear-Time Sequence Modeling
NeurIPS 2024
GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers
ACL 2024
Knowledge Verification to Nip Hallucination in the Bud
EMNLP 2024
MAGE: Machine-generated Text Detection in the Wild
ACL 2024
Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal
ACL 2024
NaRuto: Automatically Acquiring Planning Models from Narrative Texts
AAAI 2024
Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning
EMNLP 2024
Retrieval is Accurate Generation
ICLR 2024
Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability
EMNLP 2024
Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text
ACL 2024
EDeR: Towards Understanding Dependency Relations Between Events
EMNLP 2023
Effidit: An Assistant for Improving Writing Efficiency
ACL 2023
Enhancing Grammatical Error Correction Systems with Explanations
ACL 2023
Explicit Syntactic Guidance for Neural Text Generation
ACL 2023
LogiCoT: Logical Chain-of-Thought Instruction Tuning
EMNLP 2023
Non-autoregressive Text Editing with Copy-aware Latent Alignments
EMNLP 2023
RobustGEC: Robust Grammatical Error Correction Against Subtle Context Perturbation
EMNLP 2023
Uni-Encoder: A Fast and Accurate Response Selection Paradigm for Generation-Based Dialogue Systems
ACL 2023
Challenges to Open-Domain Constituency Parsing
ACL 2022
Cross-domain Generalization for AMR Parsing
EMNLP 2022
FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition
COLING 2022
Investigating Non-local Features for Neural Constituency Parsing
ACL 2022
Multi-Granularity Optimization for Non-Autoregressive Translation
EMNLP 2022
Knowledge Enhanced Fine-Tuning for Better Handling Unseen Entities in Dialogue Generation
EMNLP 2021
Natural Language Inference in Context - Investigating Contextual Reasoning over Long Texts
AAAI 2021
On Commonsense Cues in BERT for Solving Commonsense Tasks
ACL 2021
Solving Aspect Category Sentiment Analysis as a Text Generation Task
EMNLP 2021
Template-Based Named Entity Recognition Using BART
ACL 2021
Does Chinese BERT Encode Word Structure?
COLING 2020
Evaluating Commonsense in Pre-Trained Language Models
AAAI 2020
LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning
IJCAI 2020
Making the Best Use of Review Summary for Sentiment Analysis
COLING 2020
MuTual: A Dataset for Multi-Turn Dialogue Reasoning
ACL 2020
What Have We Achieved on Text Summarization?
EMNLP 2020
Hierarchically-Refined Label Attention Network for Sequence Labeling
EMNLP 2019