Vaishnavi Shrivastava

3 papers · 2022–2024 · 2 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11) 🐣 Hot Topic Early Bird

Venues

ICLR (2) NAACL (1)

Top co-authors

Tatsunori Hashimoto (1) Shashank Gupta (1) FatemehSadat Mireshghallah (1) Xiang Lisa Li (1) Ameet Deshpande (1) Dimitrios Dimitriadis (1) Milad Shokouhi (1) Peter Clark (1) Ashish Sabharwal (1) Siyan Li (1)

Research topics

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

Keywords

few-shot learning (1) sentiment analysis (1) text classification (1) language model (1) personalized model (1) parameter-efficient tuning (1) user representation (1) reasoning task (1) user identifier (1) large language model (1) answer verification (1) sociodemographic bia (1) persona assignment (1) implicit reasoning bia (1) performance drop (1) generator-validator consistency (1) consistency fine-tuning (1)

Papers

Benchmarking and Improving Generator-Validator Consistency of Language Models ICLR 2024 Bias Runs Deep: Implicit Reasoning Biases in Persona-Assigned LLMs ICLR 2024 UserIdentifier: Implicit User Representations for Simple and Effective Personalized Sentiment Analysis NAACL 2022