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Representation Learning

2843 directly classified papers

Papers per year

Papers

Dense Template Retrieval for Customer Support COLING 2022
Incorporating Causal Analysis into Diversified and Logical Response Generation COLING 2022
Stability of Syntactic Dialect Classification over Space and Time COLING 2022
Towards Cross-speaker Reading Style Transfer on Audiobook Dataset INTERSPEECH 2022
Can we Generalize and Distribute Private Representation Learning? AISTATS 2022
Contrasting the landscape of contrastive and non-contrastive learning AISTATS 2022
Analysis of a Target-Based Actor-Critic Algorithm with Linear Function Approximation AISTATS 2022
Exploiting Correlation to Achieve Faster Learning Rates in Low-Rank Preference Bandits AISTATS 2022
Cross-Loss Influence Functions to Explain Deep Network Representations AISTATS 2022
A Functional Information Perspective on Model Interpretation ICML 2022
Plug-In Inversion: Model-Agnostic Inversion for Vision with Data Augmentations ICML 2022
RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression ICML 2022
Learning Pseudometric-based Action Representations for Offline Reinforcement Learning ICML 2022
Online Continual Learning through Mutual Information Maximization ICML 2022
General-purpose, long-context autoregressive modeling with Perceiver AR ICML 2022
Unsupervised Detection of Contextualized Embedding Bias with Application to Ideology ICML 2022
ProphetChat: Enhancing Dialogue Generation with Simulation of Future Conversation ACL 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022
The Grammar-Learning Trajectories of Neural Language Models ACL 2022
Revisiting the Compositional Generalization Abilities of Neural Sequence Models ACL 2022
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation ACL 2022
Developmental Negation Processing in Transformer Language Models ACL 2022
Compilable Neural Code Generation with Compiler Feedback ACL 2022
CoCoLM: Complex Commonsense Enhanced Language Model with Discourse Relations ACL 2022