Mandy Guo

14 papers · 2018–2024 · 7 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (33)

🧬 Topic Evolution 🗃️ Keyword Collector (64) 💎 Century Club · Bronze 🔥 Unstoppable · Bronze 🚀 Conference Pioneer

Venues

EMNLP (5) ACL (4) AAAI (1) EACL (1) ICLR (1) IJCAI (1) NAACL (1)

Top co-authors

Yinfei Yang (8) Daniel Cer (6) Yun-Hsuan Sung (6) Noah Constant (5) Ray Kurzweil (4) David Uthus (4) Joshua Ainslie (4) Brian Strope (4) Gustavo Hernandez Abrego (3) Qinlan Shen (3)

Research topics

Natural Language Processing (11) Deep Learning (9) Artificial Intelligence (8) Machine Learning (7) Models (7) Applications (6) Core AI (6) Learning Types (5) Resources & Methods (5) Core Methods (4) Generation (4) Architectures (3) Application Areas (2) Learning Paradigms (2) Computer Vision (1)

Keywords

dual encoder (3) vision-language model (3) multimodal learning (3) transfer learning (3) question answering (3) parallel corpus mining (2) text-to-text transformer (2) zero-shot learning (2) multilingual embedding (2) multilingual sentence embedding (2) text summarization (2) long sequence (2) sentence embedding (2) semantic similarity (2) semantic retrieval (2) cross-lingual retrieval (2) conditional computation (1) long-range transformers (1) data augmentation (1) cross-modal retrieval (1)

Papers

CoBIT: A Contrastive Bi-directional Image-Text Generation Model ICLR 2024 A Suite of Generative Tasks for Multi-Level Multimodal Webpage Understanding EMNLP 2023 CoLT5: Faster Long-Range Transformers with Conditional Computation EMNLP 2023 mLongT5: A Multilingual and Efficient Text-To-Text Transformer for Longer Sequences EMNLP 2023 LongT5: Efficient Text-To-Text Transformer for Long Sequences NAACL 2022 MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models EACL 2021 MURAL: Multimodal, Multitask Representations Across Languages EMNLP 2021 Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation ACL 2021 TextSETTR: Few-Shot Text Style Extraction and Tunable Targeted Restyling ACL 2021 Multilingual Universal Sentence Encoder for Semantic Retrieval ACL 2020 Character-Level Language Modeling with Deeper Self-Attention AAAI 2019 Hierarchical Document Encoder for Parallel Corpus Mining ACL 2019 Improving Multilingual Sentence Embedding using Bi-directional Dual Encoder with Additive Margin Softmax IJCAI 2019 Effective Parallel Corpus Mining using Bilingual Sentence Embeddings EMNLP 2018