Tim Althoff
Artificial Intelligence · 2012–2022
A researcher in the Science corpus: 10 papers; trusts 70 researchers and is trusted by 4 researchers here, as inferred from the citation graph.
Subfields
- Artificial Intelligence — 125 citations into it; #22,453 of 35,345 by trust here, #15,866 by citations
- Natural Language Processing — 79 citations into it
- Computer Vision and Pattern Recognition — 42 citations into it
- Large Language Models — 31 citations into it
- Statistics and Probability — 27 citations into it
- Evaluation & Benchmarks — 20 citations into it
- Social Psychology — 19 citations into it; #8,045 of 15,694 by trust here, #6,804 by citations
- General Social Sciences — 8 citations into it
Whom Tim Althoff trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Bradley Efron
- Tomas Mikolov
- Elizabeth A. Stuart
- Regina Barzilay
- Ilya Sutskever
- Yoshua Bengio
- Geoffrey E. Hinton
- Alan Ritter
- Robert Tibshirani
- Kaiming He
Who trusts Tim Althoff overall
Papers from Tim Althoff's perspective
Ordered by how strongly the researchers Tim Althoff trusts endorse each paper. Same corpus, a different order for every researcher.
- Deep Residual Learning for Image Recognition (Computer Vision and Pattern Recognition)
- ImageNet classification with deep convolutional neural networks
- Attention is All you Need (Neural Information Processing Systems)
- Adam: A Method for Stochastic Optimization (International Conference on Learning Representations)
- Long Short-Term Memory
- ImageNet: A large-scale hierarchical image database
- Gradient-based learning applied to document recognition
- BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding (North American Chapter of the Association for Computational Linguistics)
- Sequence to Sequence Learning with Neural Networks (Neural Information Processing Systems)
- Neural Machine Translation by Jointly Learning to Align and Translate (International Conference on Learning Representations)
Their papers
- Sparselet Models for Efficient Multiclass Object Detection (2012) — 92 citations
- Branch-Train-Merge: Embarrassingly Parallel Training of Expert Language Models (2022) — 213 citations
- Towards Facilitating Empathic Conversations in Online Mental Health Support: A Reinforcement Learning Approach (2021) — 195 citations
- A Computational Approach to Understanding Empathy Expressed in Text-Based Mental Health Support (2020) — 381 citations
- Large-scale Analysis of Counseling Conversations: An Application of Natural Language Processing to Mental Health (2016) — 347 citations
- Human–AI collaboration enables more empathic conversations in text-based peer-to-peer mental health support (2022) — 394 citations
- Gendered Mental Health Stigma in Masked Language Models (2022) — 35 citations
- Same data, different conclusions: Radical dispersion in empirical results when independent analysts operationalize and test the same hypothesis (2021) — 114 citations
- Large-scale physical activity data reveal worldwide activity inequality (2017) — 882 citations
- Influence of Pokémon Go on Physical Activity: Study and Implications (2016) — 550 citations