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Ananth Agarwal

2 papers · 2022–2025 · 1 venue · 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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🌉 Interdisciplinary Bridge · Bronze

Venues

EMNLP (2)

Top co-authors

Eric Mitchell (1) Joseph Noh (1) Patrick Liu (1) Shikhar Murty (1) Christopher Manning (1) Jasper Jian (1) Siyan Li (1) Chelsea Finn (1) Will Armstrong (1) Christopher D Manning (1)

Research topics

Artificial Intelligence (2) Natural Language Processing (2) Core AI (2) Deep Learning (1) Machine Learning (1) Applications (1) Learning Types · Deep Learning (1) Learning Types · Machine Learning (1) Models (1) Understanding (1)

Keywords

natural language inference (1) question answering (1) model interpretability (1) latent representation (1) pre-trained language model (1) downstream performance (1) factor graph (1) weighted maxsat (1) logical consistency (1) syntactic representation (1) syntactic evaluation (1) syntactic probing (1) large language model (1) transformer model (1) syntax processing (1)

Papers

Mechanisms vs. Outcomes: Probing for Syntax Fails to Explain Performance on Targeted Syntactic Evaluations EMNLP 2025 Enhancing Self-Consistency and Performance of Pre-Trained Language Models through Natural Language Inference EMNLP 2022