Shruti Singh

6 papers · 2021–2025 · 2 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (19)

Venues

ACL (3) EMNLP (3)

Top co-authors

Mayank Singh (4) Arman Cohan (2) Alan Li (1) Jacob Morrison (1) Shannon Zejiang Shen (1) David Wadden (1) Viraj Shah (1) Nitzan Barzilay (1) Tom Hope (1) Husain Malwat (1)

Research topics

Natural Language Processing (6) Artificial Intelligence (5) Applications (5) Core AI (5) Machine Learning (3) Learning Types · Machine Learning (3) Deep Learning (2) Generation (2) Resources & Methods (2) Application Areas (1) Core Methods (1) Learning Types · Deep Learning (1) Models (1)

Keywords

information retrieval (4) scientific literature (3) question answering (2) language model (2) text classification (1) embedding learning (1) social media analysis (1) information extraction (1) topic modeling (1) text summarization (1) language model evaluation (1) reading comprehension (1) instruction following (1) document retrieval (1) machine learning (1) semantic similarity (1) scientific document (1) triplet loss (1) twitter data (1) multi-document reasoning (1)

Papers

SciRIFF: A Resource to Enhance Language Model Instruction-Following over Scientific Literature EMNLP 2025 CoSAEmb: Contrastive Section-aware Aspect Embeddings for Scientific Articles ACL 2024 LEGOBench: Scientific Leaderboard Generation Benchmark EMNLP 2024 SciDQA: A Deep Reading Comprehension Dataset over Scientific Papers EMNLP 2024 The Inefficiency of Language Models in Scholarly Retrieval: An Experimental Walk-through ACL 2022 TweeNLP: A Twitter Exploration Portal for Natural Language Processing ACL 2021