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Representation Learning

4,516 papers

Papers per year

Papers

Structural Characterization for Dialogue Disentanglement ACL 2022
Modeling Hierarchical Syntax Structure with Triplet Position for Source Code Summarization ACL 2022
Auto-Debias: Debiasing Masked Language Models with Automated Biased Prompts ACL 2022
A Closer Look at How Fine-tuning Changes BERT ACL 2022
A Well-Composed Text is Half Done! Composition Sampling for Diverse Conditional Generation ACL 2022
Principled Paraphrase Generation with Parallel Corpora ACL 2022
Probing as Quantifying Inductive Bias ACL 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models ACL 2022
Investigating Non-local Features for Neural Constituency Parsing ACL 2022
Hierarchical Sketch Induction for Paraphrase Generation ACL 2022
Accelerating Code Search with Deep Hashing and Code Classification ACL 2022
Learning Disentangled Textual Representations via Statistical Measures of Similarity ACL 2022
Generating Data to Mitigate Spurious Correlations in Natural Language Inference Datasets ACL 2022
Contextual Representation Learning beyond Masked Language Modeling ACL 2022
Enhanced Multi-Channel Graph Convolutional Network for Aspect Sentiment Triplet Extraction ACL 2022
ProtoTEx: Explaining Model Decisions with Prototype Tensors ACL 2022
Training Data is More Valuable than You Think: A Simple and Effective Method by Retrieving from Training Data ACL 2022
Investigating Failures of Automatic Translationin the Case of Unambiguous Gender ACL 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022
Can Transformer be Too Compositional? Analysing Idiom Processing in Neural Machine Translation ACL 2022
FormNet: Structural Encoding beyond Sequential Modeling in Form Document Information Extraction ACL 2022
Speaker Information Can Guide Models to Better Inductive Biases: A Case Study On Predicting Code-Switching ACL 2022
Automatic Error Analysis for Document-level Information Extraction ACL 2022
Learning Functional Distributional Semantics with Visual Data ACL 2022
Cross-Lingual Phrase Retrieval ACL 2022