Neil Band

4 papers · 2021–2025 · 4 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 (10) 🐣 Hot Topic Early Bird

Venues

EMNLP (1) ICLR (1) ICML (1) NeurIPS (1)

Top co-authors

Jannik Kossen (2) Yarin Gal (2) Tatsunori Hashimoto (2) Zitong Yang (1) Clare Lyle (1) Shuangping Li (1) Muhammed Razzak (1) Xuechen Li (1) Aidan N Gomez (1) Emmanuel Candes (1)

Research topics

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

Keywords

large language model (2) self-attention mechanism (1) domain adaptation (1) calibration (1) continued pretraining (1) nonparametric model (1) probabilistic prediction (1) hidden state (1) language model (1) synthetic data (1) tabular data (1) retrieval-augmented generation (1) hallucination detection (1) entity extraction (1) fine tuning (1) knowledge retrieval (1) long-form generation (1) deep learning architecture (1) linear probe (1) hidden state probe (1)

Papers

Simple Factuality Probes Detect Hallucinations in Long-Form Natural Language Generation EMNLP 2025 Synthetic continued pretraining ICLR 2025 Linguistic Calibration of Long-Form Generations ICML 2024 Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning NeurIPS 2021