Chenyang Lyu
25 papers · 2020–2026 · 5 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🐝 Cross-Pollinator (13)
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Conference Polyglot
(4)
🏃
Academic Marathon
(5)
👥
Mega-Team
(76)
🗃️
Keyword Collector
(120)
⚡
Prolific Year
(6)
💎
Century Club
(23)
🔥
Unstoppable
(6)
❓
The Questioner
Conferences
ACL (12)
EMNLP (8)
COLING (3)
AAAI (1)
NIPS (1)
Top co-authors
Keywords
large language model
(6)
machine translation
(4)
document-level translation
(4)
multilingual benchmark
(2)
benchmark dataset
(2)
human evaluation
(2)
text classification
(2)
text generation
(2)
cross-lingual transfer
(2)
domain generalization
(2)
literary translation
(2)
semantic role labeling
(2)
vision language model
(2)
hallucination detection
(2)
sentiment analysis
(2)
question answering
(2)
multilingual nlp
(2)
benchmark evaluation
(2)
multimodal learning
(2)
discourse-level translation
(2)
Papers
GigaMoE: Sparsity-Guided Mixture of Experts for Efficient Gigapixel Object Detection
AAAI 2026
CoQuIR: A Comprehensive Benchmark for Code Quality-Aware Information Retrieval
ACL 2026
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
Marco-Bench-MIF: On Multilingual Instruction-Following Capability of Large Language
ACL 2025
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
CVQA: Culturally-diverse Multilingual Visual Question Answering Benchmark
NIPS 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
A Paradigm Shift: The Future of Machine Translation Lies with Large Language Models
COLING 2024
Reference-free Hallucination Detection for Large Vision-Language Models
EMNLP 2024
Findings of the WMT 2024 Shared Task on Discourse-Level Literary Translation
EMNLP 2024
Document-Level Machine Translation with Large Language Models
EMNLP 2023
Findings of the WMT 2023 Shared Task on Discourse-Level Literary Translation: A Fresh Orb in the Cosmos of LLMs
EMNLP 2023
Semantic-Aware Dynamic Retrospective-Prospective Reasoning for Event-Level Video Question Answering
ACL 2023
Is a Video worth n n Images? A Highly Efficient Approach to Transformer-based Video Question Answering
ACL 2023
Exploiting Rich Textual User-Product Context for Improving Personalized Sentiment Analysis
ACL 2023
Out-of-Distribution Generalization in Natural Language Processing: Past, Present, and Future
EMNLP 2023
Achieving Reliable Human Assessment of Open-Domain Dialogue Systems
ACL 2022
MLLabs-LIG at TempoWiC 2022: A Generative Approach for Examining Temporal Meaning Shift
EMNLP 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
Improving Unsupervised Question Answering via Summarization-Informed Question Generation
EMNLP 2021
Improving Document-Level Sentiment Analysis with User and Product Context
COLING 2020