Liying Cheng
17 papers · 2020–2025 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (46) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Keyword Pioneer
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Dynamic Duo
(16)
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Prolific Year Β· Productive
π₯
Unstoppable Β· Bronze
β
The Questioner
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Century Club Β· Bronze
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Renaissance Researcher
(7)
ποΈ
Keyword Collector
(92)
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Research topics
Machine Learning
(13)
Natural Language Processing
(13)
Artificial Intelligence
(10)
Deep Learning
(9)
Core AI
(9)
Learning Types Β· Machine Learning
(8)
Applications
(6)
Core Methods
(6)
Generation
(6)
Learning Types Β· Deep Learning
(4)
Resources & Methods
(4)
Learning Paradigms
(3)
Models
(3)
Application Areas
(2)
Architectures
(2)
Keywords
large language model
(6)
argument mining
(3)
named entity recognition
(2)
multi-task learning
(2)
pre-trained language model
(2)
sequence labeling
(2)
abstractive summarization
(2)
text generation
(2)
argument extraction
(2)
controllable text generation
(2)
few-shot learning
(2)
argument pair extraction
(2)
benchmark evaluation
(2)
data augmentation
(1)
multilingual nlp
(1)
transfer learning
(1)
attention mechanism
(1)
self-supervised learning
(1)
zero-shot learning
(1)
sequence encoding
(1)
Papers
M-LongDoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
EMNLP 2025
Exploring the Potential of Large Language Models in Computational Argumentation
ACL 2024
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning
NAACL 2024
Order-Agnostic Data Augmentation for Few-Shot Named Entity Recognition
ACL 2024
Reasoning Robustness of LLMs to Adversarial Typographical Errors
EMNLP 2024
SeaLLMs - Large Language Models for Southeast Asia
ACL 2024
A Hierarchical Encoding-Decoding Scheme for Abstractive Multi-document Summarization
EMNLP 2023
AQE: Argument Quadruplet Extraction via a Quad-Tagging Augmented Generative Approach
ACL 2023
Is GPT-4 a Good Data Analyst?
EMNLP 2023
Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization
EMNLP 2023
IAM: A Comprehensive and Large-Scale Dataset for Integrated Argument Mining Tasks
ACL 2022
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation
ACL 2022
SentBS: Sentence-level Beam Search for Controllable Summarization
EMNLP 2022
Argument Pair Extraction via Attention-guided Multi-Layer Multi-Cross Encoding
ACL 2021
On the Effectiveness of Adapter-based Tuning for Pretrained Language Model Adaptation
ACL 2021
APE: Argument Pair Extraction from Peer Review and Rebuttal via Multi-task Learning
EMNLP 2020
ENT-DESC: Entity Description Generation by Exploring Knowledge Graph
EMNLP 2020