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Ankur Bapna

26 papers · 2017–2023 · 9 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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+13 more ↓ πŸ—ΊοΈ Taxonomy Completionist (40) 🌍 Conference Polyglot Β· Silver πŸƒ Academic Marathon Β· Sprint πŸŒ‰ Interdisciplinary Bridge Β· Bronze 🐣 Hot Topic Early Bird
🀝 Dynamic Duo (17) πŸ”¬ Deep Specialist (13) 🌟 Keyword Trendsetter Combo (3) 🧬 Topic Evolution πŸ† Grand Slam πŸ† Keyword Champion (2) 🧭 Keyword Pioneer ❓ The Questioner ⚑ Prolific Year Β· Productive πŸ”₯ Unstoppable Β· Bronze πŸ—ƒοΈ Keyword Collector (116) πŸ“ˆ Trend Setter πŸ’Ž Century Club Β· Bronze

Venues

Interspeech (8) EMNLP (5) ACL (4) ICLR (2) ICML (2) NeurIPS (2) AAAI (1) COLING (1) NAACL (1)

Top co-authors

Orhan Firat (17) Yu Zhang (6) Yonghui Wu (5) Melvin Johnson (5) Colin Cherry (4) Sneha Kudugunta (4) Wolfgang Macherey (4) Biao Zhang (4) Mia Chen (3) Yuan Cao (3)

Research topics

Deep Learning (16) Natural Language Processing (16) Applications (15) Machine Learning (14) Learning Types Β· Deep Learning (12) Resources & Methods (8) Artificial Intelligence (7) Speech & Audio (7) Learning Types Β· Machine Learning (7) Architectures (6) Learning Paradigms (6) Recognition (5) Application Areas (4) Core Methods (4) Optimization & Theory (3)

Keywords

neural machine translation (8) speech recognition (4) multilingual translation (4) transfer learning (4) machine translation (4) multilingual neural machine translation (3) self-supervised learning (3) domain adaptation (3) cross-lingual transfer (3) representation learning (3) zero-shot translation (3) language model (2) multilingual model (2) zero-shot transfer (2) multilingual machine translation (2) low-resource language (2) model compression (2) automatic speech recognition (2) multimodal learning (2) language identification (2)

Papers

Label Aware Speech Representation Learning For Language Identification Interspeech 2023 LibriTTS-R: A Restored Multi-Speaker Text-to-Speech Corpus Interspeech 2023 MADLAD-400: A Multilingual And Document-Level Large Audited Dataset NeurIPS 2023 Mu$^2$SLAM: Multitask, Multilingual Speech and Language Models ICML 2023 PronScribe: Highly Accurate Multimodal Phonemic Transcription From Speech and Text Interspeech 2023 Examining Scaling and Transfer of Language Model Architectures for Machine Translation ICML 2022 Leveraging unsupervised and weakly-supervised data to improve direct speech-to-speech translation Interspeech 2022 MAESTRO: Matched Speech Text Representations through Modality Matching Interspeech 2022 Multilingual Document-Level Translation Enables Zero-Shot Transfer From Sentences to Documents ACL 2022 Multilingual Mix: Example Interpolation Improves Multilingual Neural Machine Translation ACL 2022 Scaling Laws for Neural Machine Translation ICLR 2022 XTREME-S: Evaluating Cross-lingual Speech Representations Interspeech 2022 Beyond Distillation: Task-level Mixture-of-Experts for Efficient Inference EMNLP 2021 Share or Not? Learning to Schedule Language-Specific Capacity for Multilingual Translation ICLR 2021 Evaluating the Cross-Lingual Effectiveness of Massively Multilingual Neural Machine Translation AAAI 2020 Language ID in the Wild: Unexpected Challenges on the Path to a Thousand-Language Web Text Corpus COLING 2020 Leveraging Monolingual Data with Self-Supervision for Multilingual Neural Machine Translation ACL 2020 GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism NeurIPS 2019 Investigating Multilingual NMT Representations at Scale EMNLP 2019 Large-Scale Multilingual Speech Recognition with a Streaming End-to-End Model Interspeech 2019 Non-Parametric Adaptation for Neural Machine Translation NAACL 2019 Simple, Scalable Adaptation for Neural Machine Translation EMNLP 2019 Revisiting Character-Based Neural Machine Translation with Capacity and Compression EMNLP 2018 The Best of Both Worlds: Combining Recent Advances in Neural Machine Translation ACL 2018 Training Deeper Neural Machine Translation Models with Transparent Attention EMNLP 2018 Towards Zero-Shot Frame Semantic Parsing for Domain Scaling Interspeech 2017