← Authors

Biao Zhang

60 papers · 2014–2025 · 13 conferences · across top CS/AI conferences

Achievements

πŸƒ Academic Marathon (11) 🌍 Conference Polyglot (13) 🐝 Cross-Pollinator (10) 🐣 Hot Topic Early Bird 🌈 Renaissance Researcher (5) πŸŒ‰ Interdisciplinary Bridge πŸ—ΊοΈ Taxonomy Completionist (10) 🧭 Keyword Pioneer 🀝 Dynamic Duo (21) πŸ‘‘ Triple Crown πŸ”¬ Deep Specialist (24) 🧬 Topic Evolution ⚑ Prolific Year (5) ❓ The Questioner πŸ—ƒοΈ Keyword Collector (220) πŸ“ˆ Trend Setter πŸ’Ž Century Club (60) πŸ”₯ Unstoppable (8)

Conferences

EMNLP (15) ACL (10) ICLR (6) NIPS (6) IJCNLP (5) CVPR (4) ICML (4) COLING (2) EACL (2) ICCV (2) NAACL (2) ACML (1) IJCAI (1)

Top co-authors

Rico Sennrich (21) Jinsong Su (11) Ivan Titov (10) Deyi Xiong (9) Peter Wonka (8) Barry Haddow (8) Orhan Firat (7) Hong Duan (5) Ankur Bapna (4) Min Zhang (4)

Keywords

machine translation (13) neural machine translation (6) large language model (5) multilingual translation (5) zero-shot translation (4) speech translation (4) diffusion model (4) low-resource language (3) unsupervised learning (3) layer normalization (3) shape reconstruction (2) few-shot learning (2) neural network optimization (2) transfer learning (2) point cloud (2) text generation (2) model compression (2) document-level translation (2) cross-lingual transfer (2) reinforcement learning (2)

Papers

SMEC:Rethinking Matryoshka Representation Learning for Retrieval Embedding Compression EMNLP 2025
LaGeM: A Large Geometry Model for 3D Representation Learning and Diffusion ICLR 2025
YouTube-SL-25: A Large-Scale, Open-Domain Multilingual Sign Language Parallel Corpus ICLR 2025
V2M4: 4D Mesh Animation Reconstruction from a Single Monocular Video ICCV 2025
WMT24++: Expanding the Language Coverage of WMT24 to 55 Languages & Dialects ACL 2025
Geometry Distributions ICCV 2025
Meaningful Pose-Based Sign Language Evaluation EMNLP 2025
LLMRefine: Pinpointing and Refining Large Language Models via Fine-Grained Actionable Feedback NAACL 2024
Functional Diffusion CVPR 2024
Motion2VecSets: 4D Latent Vector Set Diffusion for Non-rigid Shape Reconstruction and Tracking CVPR 2024
Many-Shot In-Context Learning NIPS 2024
Scaling Sign Language Translation NIPS 2024
When Does Monolingual Data Help Multilingual Translation: The Role of Domain and Model Scale NAACL 2024
When Scaling Meets LLM Finetuning: The Effect of Data, Model and Finetuning Method ICLR 2024
Vivid-ZOO: Multi-View Video Generation with Diffusion Model NIPS 2024
Prompting Large Language Model for Machine Translation: A Case Study ICML 2023
MADLAD-400: A Multilingual And Document-Level Large Audited Dataset NIPS 2023
Self-training Reduces Flicker in Retranslation-based Simultaneous Translation EACL 2023
Efficient CTC Regularization via Coarse Labels for End-to-End Speech Translation EACL 2023
SLTUNET: A Simple Unified Model for Sign Language Translation ICLR 2023
Edinburgh’s Submission to the WMT 2022 Efficiency Task EMNLP 2022
3DILG: Irregular Latent Grids for 3D Generative Modeling NIPS 2022
Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents ACL 2022
Probabilistic Fusion of Neural Networks that Incorporates Global Information ACML 2022
Findings of the WMT 2022 Shared Task on Efficient Translation EMNLP 2022
Training Data Generating Networks: Shape Reconstruction via Bi-level Optimization ICLR 2022
Data Scaling Laws in NMT: The Effect of Noise and Architecture ICML 2022
Examining Scaling and Transfer of Language Model Architectures for Machine Translation ICML 2022
Revisiting End-to-End Speech-to-Text Translation From Scratch ICML 2022
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation ACL 2021
Beyond Sentence-Level End-to-End Speech Translation: Context Helps ACL 2021
Beyond Sentence-Level End-to-End Speech Translation: Context Helps IJCNLP 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 ACL 2021
Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation ICLR 2021
On Sparsifying Encoder Outputs in Sequence-to-Sequence Models IJCNLP 2021
On Sparsifying Encoder Outputs in Sequence-to-Sequence Models ACL 2021
Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 IJCNLP 2021
Sparse Attention with Linear Units EMNLP 2021
Exploring Dynamic Selection of Branch Expansion Orders for Code Generation IJCNLP 2021
Point Cloud Instance Segmentation Using Probabilistic Embeddings CVPR 2021
Improving Massively Multilingual Neural Machine Translation and Zero-Shot Translation ACL 2020
Adaptive Feature Selection for End-to-End Speech Translation EMNLP 2020
Fast Interleaved Bidirectional Sequence Generation EMNLP 2020
ParBLEU: Augmenting Metrics with Automatic Paraphrases for the WMT’20 Metrics Shared Task EMNLP 2020
A Study in Improving BLEU Reference Coverage with Diverse Automatic Paraphrasing EMNLP 2020
Revisiting Low-Resource Neural Machine Translation: A Case Study ACL 2019
A Lightweight Recurrent Network for Sequence Modeling ACL 2019
Root Mean Square Layer Normalization NIPS 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention IJCNLP 2019
Improving Deep Transformer with Depth-Scaled Initialization and Merged Attention EMNLP 2019
Simplifying Neural Machine Translation with Addition-Subtraction Twin-Gated Recurrent Networks EMNLP 2018
Accelerating Neural Transformer via an Average Attention Network ACL 2018
Bilingual Autoencoders with Global Descriptors for Modeling Parallel Sentences COLING 2016
Convolution-Enhanced Bilingual Recursive Neural Network for Bilingual Semantic Modeling COLING 2016
Variational Neural Discourse Relation Recognizer EMNLP 2016
Variational Neural Machine Translation EMNLP 2016
Bilingual Correspondence Recursive Autoencoder for Statistical Machine Translation EMNLP 2015
Discriminative Reordering Model Adaptation via Structural Learning IJCAI 2015
Shallow Convolutional Neural Network for Implicit Discourse Relation Recognition EMNLP 2015
Decomposable Nonlocal Tensor Dictionary Learning for Multispectral Image Denoising CVPR 2014