← Authors

Zi-Yi Dou

36 papers · 2017–2025 · 11 conferences · across top CS/AI conferences

Achievements

🐝 Cross-Pollinator (14) 🌍 Conference Polyglot (11) πŸƒ Academic Marathon (8) 🌈 Renaissance Researcher (8) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (78) 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird πŸ† Keyword Champion (2) 🧬 Topic Evolution 🀝 Dynamic Duo (16) πŸ’Ž Century Club (36) πŸ”₯ Unstoppable (9) πŸ—ƒοΈ Keyword Collector (159) ⚑ Prolific Year (8) πŸš€ Conference Pioneer

Conferences

EMNLP (15) NAACL (5) AAAI (3) NIPS (3) ACL (2) CVPR (2) IJCNLP (2) COLING (1) EACL (1) ECCV (1) ICLR (1)

Top co-authors

Nanyun Peng (16) Graham Neubig (8) Antonios Anastasopoulos (6) Junjie Hu (5) Kai-Wei Chang (5) Zhaopeng Tu (3) Lijuan Wang (3) Wenbo Hu (3) Xing Wang (3) Zhe Gan (3)

Keywords

multimodal learning (6) vision-language model (6) neural machine translation (6) zero-shot learning (4) machine translation (4) domain adaptation (3) neural summarization (3) representation learning (3) vision-language pre-training (2) transfer learning (2) agent system (2) vision-language navigation (2) model-agnostic meta-learning (2) unsupervised learning (2) low-resource learning (2) multi-task learning (2) image captioning (2) natural language understanding (2) object detection (2) low-resource language (2)

Papers

MRAG-Bench: Vision-Centric Evaluation for Retrieval-Augmented Multimodal Models ICLR 2025
Re-ReST: Reflection-Reinforced Self-Training for Language Agents EMNLP 2024
VALOR-EVAL: Holistic Coverage and Faithfulness Evaluation of Large Vision-Language Models ACL 2024
Medical Vision-Language Pre-Training for Brain Abnormalities COLING 2024
Matryoshka Query Transformer for Large Vision-Language Models NIPS 2024
Uncertainty Calibration for Tool-Using Language Agents EMNLP 2024
Generalized Decoding for Pixel, Image, and Language CVPR 2023
ACQUIRED: A Dataset for Answering Counterfactual Questions In Real-Life Videos EMNLP 2023
Gender Biases in Automatic Evaluation Metrics for Image Captioning EMNLP 2023
DesCo: Learning Object Recognition with Rich Language Descriptions NIPS 2023
Masked Path Modeling for Vision-and-Language Navigation EMNLP 2023
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone NIPS 2022
Zero-Shot Commonsense Question Answering with Cloze Translation and Consistency Optimization AAAI 2022
An Empirical Study of Training End-to-End Vision-and-Language Transformers CVPR 2022
FOAM: A Follower-aware Speaker Model For Vision-and-Language Navigation NAACL 2022
RefSum: Refactoring Neural Summarization NAACL 2021
Word Alignment by Fine-tuning Embeddings on Parallel Corpora EACL 2021
Harnessing Social Media to Identify Homeless Youth At-Risk of Substance Use AAAI 2021
Improving Pre-trained Vision-and-Language Embeddings for Phrase Grounding EMNLP 2021
GSum: A General Framework for Guided Neural Abstractive Summarization NAACL 2021
CDEvalSumm: An Empirical Study of Cross-Dataset Evaluation for Neural Summarization Systems EMNLP 2020
A Deep Reinforced Model for Zero-Shot Cross-Lingual Summarization with Bilingual Semantic Similarity Rewards ACL 2020
TICO-19: the Translation Initiative for COvid-19 EMNLP 2020
Dynamic Data Selection and Weighting for Iterative Back-Translation EMNLP 2020
Information Aggregation for Multi-Head Attention with Routing-by-Agreement NAACL 2019
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings EMNLP 2019
Domain Differential Adaptation for Neural Machine Translation EMNLP 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks EMNLP 2019
Dynamic Layer Aggregation for Neural Machine Translation with Routing-by-Agreement AAAI 2019
Investigating Meta-Learning Algorithms for Low-Resource Natural Language Understanding Tasks IJCNLP 2019
Unsupervised Domain Adaptation for Neural Machine Translation with Domain-Aware Feature Embeddings IJCNLP 2019
compare-mt: A Tool for Holistic Comparison of Language Generation Systems NAACL 2019
Unsupervised Bilingual Lexicon Induction via Latent Variable Models EMNLP 2018
SkipNet: Learning Dynamic Routing in Convolutional Networks ECCV 2018
Exploiting Deep Representations for Neural Machine Translation EMNLP 2018
Capturing User and Product Information for Document Level Sentiment Analysis with Deep Memory Network EMNLP 2017