Chenyang Lyu
27 papers · 2020–2026 · 7 venues · across top CS/AI venues
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The Questioner
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Century Club Β· Bronze
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Research topics
Natural Language Processing
(20)
Applications
(15)
Artificial Intelligence
(14)
Core AI
(12)
Machine Learning
(11)
Deep Learning
(10)
Resources & Methods
(9)
Application Areas
(5)
Models
(5)
Learning Types Β· Machine Learning
(4)
Core Methods
(3)
Generation
(3)
Learning Types Β· Deep Learning
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Keywords
large language model
(6)
machine translation
(4)
document-level translation
(4)
hallucination detection
(2)
low-resource language
(2)
pre-trained language model
(2)
text classification
(2)
text generation
(2)
cross-lingual transfer
(2)
domain generalization
(2)
literary translation
(2)
semantic role labeling
(2)
benchmark dataset
(2)
vision-language model
(2)
sentiment analysis
(2)
question answering
(2)
multilingual nlp
(2)
benchmark evaluation
(2)
multimodal learning
(2)
discourse-level translation
(2)
Papers
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
ACL 2026
ElasticFormer: Detecting Objects in HRW Shots via Elastic Computing Vision Transformer
CVPR 2026
GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection
AAAI 2026
SemEval-2026 Task 7: Everyday Knowledge Across Diverse Languages and Cultures
SemEval 2026
From Multiple-Choice to Extractive QA: A Case Study for English and Arabic
COLING 2025
HD-NDEs: Neural Differential Equations for Hallucination Detection in LLMs
ACL 2025
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language
ACL 2025
Marco-o1 v2: Towards Widening The Distillation Bottleneck for Reasoning Models
ACL 2025
VSCBench: Bridging the Gap in Vision-Language Model Safety Calibration
ACL 2025
A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models
COLING 2024
Benchmarking and Improving Long-Text Translation with Large Language Models
ACL 2024
Beyond Probabilities: Unveiling the Misalignment in Evaluating Large Language Models
ACL 2024
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NeurIPS 2024
Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation
EMNLP 2024
Reference-free Hallucination Detection for Large Vision-Language Models
EMNLP 2024
Document-Level Machine Translation with Large Language Models
EMNLP 2023
Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis
ACL 2023
Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs
EMNLP 2023
Is a Video worth n n Images? A Highly Efficient Approach to Transformer-based Video Question Answering
ACL 2023
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future
EMNLP 2023
Semantic-Aware Dynamic Retrospective-Prospective Reasoning for Event-Level Video Question Answering
ACL 2023
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems
ACL 2022
DCU-ML at the FinNLP-2022 ERAI Task: Investigating the Transferability of Sentiment Analysis Data for Evaluating Rationales of Investors
EMNLP 2022
Extending the Scope of Out-of-Domain: Examining QA models in multiple subdomains
ACL 2022
MLLabs-LIG at TempoWiC 2022: A Generative Approach for Examining Temporal Meaning Shift
EMNLP 2022
Improving Unsupervised Question Answering via Summarization-Informed Question Generation
EMNLP 2021
Improving Document-Level Sentiment Analysis with User and Product Context
COLING 2020