Siddharth Goyal

4 papers · 2021–2024 · 4 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12) 🐣 Hot Topic Early Bird ❓ The Questioner

Venues

EACL (1) ICLR (1) JMLR (1) NAACL (1)

Top co-authors

Kevin Scaria (2) Swaroop Mishra (2) Chitta Baral (2) Himanshu Gupta (2) Brandon M Wood (1) Sergey Edunov (1) Anuroop Sriram (1) Onur Çelebi (1) Saurabh Sawant (1) Neeraj Varshney (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Natural Language Processing (2) Applications (2) Architectures (2) Core AI (2) Core Methods (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

binary classification (1) neural machine translation (1) sentiment classification (1) language model evaluation (1) multilingual machine translation (1) instruction tuning (1) distributed training (1) low-resource language (1) instruction learning (1) commonsense reasoning (1) graph parallelism (1) aspect-based sentiment analysis (1) multilingual natural language processing (1) model capacity (1) many-to-many translation (1) multi-choice question (1) transformer model (1) graph neural network (1) massively multilingual model (1) action feasibility (1)

Papers

InstructABSA: Instruction Learning for Aspect Based Sentiment Analysis NAACL 2024 “John is 50 years old, can his son be 65?” Evaluating NLP Models’ Understanding of Feasibility EACL 2023 Towards Training Billion Parameter Graph Neural Networks for Atomic Simulations ICLR 2022 Beyond English-Centric Multilingual Machine Translation JMLR 2021