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Representation Learning

4,516 papers

Papers per year

Papers

Disentangled Sequence to Sequence Learning for Compositional Generalization ACL 2022
A Contrastive Framework for Learning Sentence Representations from Pairwise and Triple-wise Perspective in Angular Space ACL 2022
Packed Levitated Marker for Entity and Relation Extraction ACL 2022
Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension ACL 2022
Predicate-Argument Based Bi-Encoder for Paraphrase Identification ACL 2022
RotateQVS: Representing Temporal Information as Rotations in Quaternion Vector Space for Temporal Knowledge Graph Completion ACL 2022
Entailment Graph Learning with Textual Entailment and Soft Transitivity ACL 2022
Multi-View Document Representation Learning for Open-Domain Dense Retrieval ACL 2022
RNG-KBQA: Generation Augmented Iterative Ranking for Knowledge Base Question Answering ACL 2022
Debiased Contrastive Learning of Unsupervised Sentence Representations ACL 2022
Learning to Rank Visual Stories From Human Ranking Data ACL 2022
Interpreting Character Embeddings With Perceptual Representations: The Case of Shape, Sound, and Color ACL 2022
UniXcoder: Unified Cross-Modal Pre-training for Code Representation ACL 2022
An Imitation Learning Curriculum for Text Editing with Non-Autoregressive Models ACL 2022
Overcoming a Theoretical Limitation of Self-Attention ACL 2022
Entity-based Neural Local Coherence Modeling ACL 2022
Learning Disentangled Representations of Negation and Uncertainty ACL 2022
French CrowS-Pairs: Extending a challenge dataset for measuring social bias in masked language models to a language other than English ACL 2022
Bilingual alignment transfers to multilingual alignment for unsupervised parallel text mining ACL 2022
Does BERT Know that the IS-A Relation Is Transitive? ACL 2022
Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure ACL 2022
On the Effect of Isotropy on VAE Representations of Text ACL 2022
Understanding Game-Playing Agents with Natural Language Annotations ACL 2022
Combine to Describe: Evaluating Compositional Generalization in Image Captioning ACL 2022
MEKER: Memory Efficient Knowledge Embedding Representation for Link Prediction and Question Answering ACL 2022