Shreya Sharma

3 papers · 2024–2024 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (16) 🐣 Hot Topic Early Bird

Venues

EMNLP (2) AAAI (1)

Top co-authors

Yining Lu (1) Andrew Wang (1) Shreshth Tuli (1) Benjamin Van Durme (1) Vijay Murari Tiyyala (1) Rohan Paul (1) Peter Clark (1) Nathaniel Weir (1) Dongwei Jiang (1) Oyvind Tafjord (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Natural Language Processing (2) Applications (2) Learning Paradigms (2) Machine Learning (1) Robotics (1) Application Areas (1) Architectures (1) Capabilities (1) Core Methods (1) Generation (1) Learning Types (1) Understanding (1)

Keywords

representation learning (1) few-shot learning (1) knowledge distillation (1) natural language inference (1) language model (1) textual entailment (1) classical planning (1) goal inference (1) analogical reasoning (1) entailment tree (1) neuro-symbolic reasoning (1) subgoal planning (1) neural network (1) robot instruction following (1) goal predicate inference (1) textual inference (1) decompositional entailment (1) long-context reasoning (1) reasoning engine (1) proof quality (1)

Papers

AnaloBench: Benchmarking the Identification of Abstract and Long-context Analogies EMNLP 2024 Enhancing Systematic Decompositional Natural Language Inference Using Informal Logic EMNLP 2024 GOALNET: Interleaving Neural Goal Predicate Inference with Classical Planning for Generalization in Robot Instruction Following AAAI 2024