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Representation Learning

4,516 papers

Papers per year

Papers

Extract-Select: A Span Selection Framework for Nested Named Entity Recognition with Generative Adversarial Training ACL 2022
A Sentence is Worth 128 Pseudo Tokens: A Semantic-Aware Contrastive Learning Framework for Sentence Embeddings ACL 2022
Debiasing Event Understanding for Visual Commonsense Tasks ACL 2022
Dict-BERT: Enhancing Language Model Pre-training with Dictionary ACL 2022
BBQ: A hand-built bias benchmark for question answering ACL 2022
Why don’t people use character-level machine translation? ACL 2022
Seeking Patterns, Not just Memorizing Procedures: Contrastive Learning for Solving Math Word Problems ACL 2022
MReD: A Meta-Review Dataset for Structure-Controllable Text Generation ACL 2022
HiCLRE: A Hierarchical Contrastive Learning Framework for Distantly Supervised Relation Extraction ACL 2022
Lacking the Embedding of a Word? Look it up into a Traditional Dictionary ACL 2022
Graph Refinement for Coreference Resolution ACL 2022
Controllable Natural Language Generation with Contrastive Prefixes ACL 2022
CRASpell: A Contextual Typo Robust Approach to Improve Chinese Spelling Correction ACL 2022
Gaussian Multi-head Attention for Simultaneous Machine Translation ACL 2022
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual Signals ACL 2022
Discontinuous Constituency and BERT: A Case Study of Dutch ACL 2022
Probing Multilingual Cognate Prediction Models ACL 2022
Implicit Relation Linking for Question Answering over Knowledge Graph ACL 2022
UNIREX: A Unified Learning Framework for Language Model Rationale Extraction ACL 2022
BioCite: A Deep Learning-based Citation Linkage Framework for Biomedical Research Articles ACL 2022
Quantifying Clinical Outcome Measures in Patients with Epilepsy Using the Electronic Health Record ACL 2022
Can We Use Word Embeddings for Enhancing Guarani-Spanish Machine Translation? ACL 2022
Conversation- and Tree-Structure Losses for Dialogue Disentanglement ACL 2022
Text Revision by On-the-Fly Representation Optimization ACL 2022
BPE beyond Word Boundary: How NOT to use Multi Word Expressions in Neural Machine Translation ACL 2022