conftrace_
← Authors

Zi-Yi Dou

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

Achievements

Jump to papers ↓
+11 more ↓ πŸŒ‰ Interdisciplinary Bridge 🌈 Renaissance Researcher (8) πŸƒ Academic Marathon (8) 🌍 Conference Polyglot (11) πŸ—ΊοΈ Taxonomy Completionist (78)
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