← Authors

Alexander Huth

12 papers · 2018–2023 · 7 conferences · across top CS/AI conferences

Achievements

🐣 Hot Topic Early Bird 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11) 🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (28) πŸŒ‰ Interdisciplinary Bridge 🌍 Conference Polyglot (7) πŸƒ Academic Marathon (5) πŸ† Keyword Champion (2) πŸ’Ž Century Club (12) πŸ“ˆ Trend Setter πŸ—ƒοΈ Keyword Collector (62)

Conferences

NIPS (5) ICML (2) ACL (1) CONLL (1) EMNLP (1) ICLR (1) IJCNLP (1)

Top co-authors

Javier Turek (5) Vy Vo (4) Shailee Jain (4) Richard Antonello (4) Aditya Vaidya (3) Nicole Beckage (2) Shivangi Mahto (2) Javier S Turek (2) Jerry Tang (1) Vy Ai Vo (1)

Keywords

language model (5) neural encoding (3) brain encoding (3) human behavior (2) natural language processing (2) attention head (2) brain response (2) language model fine-tuning (2) next-word prediction (2) in-context learning (2) information gain (2) transfer learning (2) example selection (2) brain response prediction (2) concept representation (1) semantic representation (1) cross-modal transfer (1) speech processing (1) representation learning (1) functional magnetic resonance imaging (1)

Papers

Humans and language models diverge when predicting repeating text CONLL 2023
Humans and language models diverge when predicting repeating text EMNLP 2023
Scaling laws for language encoding models in fMRI NIPS 2023
Brain encoding models based on multimodal transformers can transfer across language and vision NIPS 2023
Self-Supervised Models of Audio Effectively Explain Human Cortical Responses to Speech ICML 2022
Selecting Informative Contexts Improves Language Model Fine-tuning IJCNLP 2021
Low-dimensional Structure in the Space of Language Representations is Reflected in Brain Responses NIPS 2021
Selecting Informative Contexts Improves Language Model Fine-tuning ACL 2021
Multi-timescale Representation Learning in LSTM Language Models ICLR 2021
Approximating Stacked and Bidirectional Recurrent Architectures with the Delayed Recurrent Neural Network ICML 2020
Interpretable multi-timescale models for predicting fMRI responses to continuous natural speech NIPS 2020
Incorporating Context into Language Encoding Models for fMRI NIPS 2018