Alexander Rudnicky
19 papers · 2005–2025 · 9 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+8 more ↓ Show less ↑
π§ Keyword Pioneer π Interdisciplinary Bridge π Conference Polyglot (9) π Academic Marathon (20) π Cross-Pollinator (6)
πΊοΈ
Taxonomy Completionist
(38)
π
Interdisciplinary Bridge
π
Conference Polyglot
(9)
π
Keyword Champion
(3)
π§¬
Topic Evolution
π
Century Club
(19)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(59)
Conferences
EMNLP (5)
ACL (4)
NAACL (3)
INTERSPEECH (2)
AAAI (1)
ICML (1)
IJCAI (1)
IJCNLP (1)
NIPS (1)
Top co-authors
Keywords
length extrapolation
(5)
language model
(4)
positional embedding
(3)
attention mechanism
(3)
transformer architecture
(3)
regular language
(2)
language modeling
(1)
weight sharing
(1)
reinforcement learning
(1)
vector quantization
(1)
deep clustering
(1)
autoregressive model
(1)
self-supervised learning
(1)
parameter-efficient fine-tuning
(1)
discrete representation
(1)
working memory
(1)
positional encoding
(1)
temperature scaling
(1)
text-to-speech synthesis
(1)
policy learning
(1)
Papers
A Variational Framework for Improving Naturalness in Generative Spoken Language Models
ICML 2025
Language Models Can be Efficiently Steered via Minimal Embedding Layer Transformations
EMNLP 2025
Attention Alignment and Flexible Positional Embeddings Improve Transformer Length Extrapolation
NAACL 2024
Advancing Regular Language Reasoning in Linear Recurrent Neural Networks
NAACL 2024
Transformer Working Memory Enables Regular Language Reasoning And Natural Language Length Extrapolation
EMNLP 2023
A Vector Quantized Approach for Text to Speech Synthesis on Real-World Spontaneous Speech
AAAI 2023
Dissecting Transformer Length Extrapolation via the Lens of Receptive Field Analysis
ACL 2023
Latent Positional Information is in the Self-Attention Variance of Transformer Language Models Without Positional Embeddings
ACL 2023
An Empirical study to understand the Compositional Prowess of Neural Dialog Models
ACL 2022
KERPLE: Kernelized Relative Positional Embedding for Length Extrapolation
NIPS 2022
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021
INTERSPEECH 2021
Temporal Context in Speech Emotion Recognition
INTERSPEECH 2021
Zero-Shot Dialogue Disentanglement by Self-Supervised Entangled Response Selection
EMNLP 2021
Learning Conversational Systems that Interleave Task and Non-Task Content
IJCAI 2017
Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding
ACL 2015
Matrix Factorization with Knowledge Graph Propagation for Unsupervised Spoken Language Understanding
IJCNLP 2015
Jointly Modeling Inter-Slot Relations by Random Walk on Knowledge Graphs for Unsupervised Spoken Language Understanding
NAACL 2015
Acquiring Domain-Specific Dialog Information from Task-Oriented Human-Human Interaction through an Unsupervised Learning
EMNLP 2008
Error Handling in the RavenClaw Dialog Management Architecture
EMNLP 2005