Leyang Cui

44 papers · 2019–2025 · 9 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (9) 🌈 Renaissance Researcher (6) 🐝 Cross-Pollinator (13) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (11) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🏃 Academic Marathon (6) 🤝 Dynamic Duo (29) 🔬 Deep Specialist (10) 🔥 Unstoppable (7) ⚡ Prolific Year (7) ❓ The Questioner (3) 🗃️ Keyword Collector (193) 📈 Trend Setter 💎 Century Club (44)

Conferences

ACL (15) EMNLP (14) COLING (4) AAAI (3) IJCNLP (3) NAACL (2) ICLR (1) IJCAI (1) NIPS (1)

Top co-authors

Yue Zhang (29) Shuming Shi (12) Wei Bi (11) Sen Yang (10) Yu Wu (6) Jian Liu (5) Yafu Li (5) Hanmeng Liu (4) Xinting Huang (4) Zhilin Wang (3)

Keywords

large language model (12) text generation (5) neural network (4) domain adaptation (3) constituency parsing (3) logical reasoning (3) machine translation (3) text classification (3) grammatical error correction (3) sentiment analysis (2) sequence labeling (2) part-of-speech tagging (2) supervised fine-tuning (2) natural language processing (2) natural language generation (2) question answering (2) attention mechanism (2) few-shot learning (2) in-context learning (2) benchmark evaluation (2)

Papers

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

Alleviating Hallucinations of Large Language Models through Induced Hallucinations NAACL 2025

Thinking Out Loud: Do Reasoning Models Know When They’re Right? EMNLP 2025

Knowledge Verification to Nip Hallucination in the Bud EMNLP 2024

NaRuto: Automatically Acquiring Planning Models from Narrative Texts AAAI 2024

MAGE: Machine-generated Text Detection in the Wild ACL 2024

Mitigating Catastrophic Forgetting in Large Language Models with Self-Synthesized Rehearsal ACL 2024

GSM-Plus: A Comprehensive Benchmark for Evaluating the Robustness of LLMs as Mathematical Problem Solvers ACL 2024

Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024

Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024

Gated Slot Attention for Efficient Linear-Time Sequence Modeling NIPS 2024

Not All Preference Pairs Are Created Equal: A Recipe for Annotation-Efficient Iterative Preference Learning EMNLP 2024

Selection-p: Self-Supervised Task-Agnostic Prompt Compression for Faithfulness and Transferability EMNLP 2024

Retrieval is Accurate Generation ICLR 2024

EDeR: Towards Understanding Dependency Relations Between Events EMNLP 2023

Non-autoregressive Text Editing with Copy-aware Latent Alignments EMNLP 2023

Explicit Syntactic Guidance for Neural Text Generation ACL 2023

Effidit: An Assistant for Improving Writing Efficiency ACL 2023

LogiCoT: Logical Chain-of-Thought Instruction Tuning EMNLP 2023

Enhancing Grammatical Error Correction Systems with Explanations ACL 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

FactMix: Using a Few Labeled In-domain Examples to Generalize to Cross-domain Named Entity Recognition COLING 2022

Multi-Granularity Optimization for Non-Autoregressive Translation EMNLP 2022

Cross-domain Generalization for AMR Parsing EMNLP 2022

Investigating Non-local Features for Neural Constituency Parsing ACL 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

Template-Based Named Entity Recognition Using BART ACL 2021

Solving Aspect Category Sentiment Analysis as a Text Generation Task EMNLP 2021

On Commonsense Cues in BERT for Solving Commonsense Tasks IJCNLP 2021

Template-Based Named Entity Recognition Using BART IJCNLP 2021

Evaluating Commonsense in Pre-Trained Language Models AAAI 2020

Making the Best Use of Review Summary for Sentiment Analysis COLING 2020

Does Chinese BERT Encode Word Structure? COLING 2020

What Have We Achieved on Text Summarization? EMNLP 2020

MuTual: A Dataset for Multi-Turn Dialogue Reasoning ACL 2020

LogiQA: A Challenge Dataset for Machine Reading Comprehension with Logical Reasoning IJCAI 2020

Hierarchically-Refined Label Attention Network for Sequence Labeling EMNLP 2019

Hierarchically-Refined Label Attention Network for Sequence Labeling IJCNLP 2019