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Representation Learning

2843 directly classified papers

Papers per year

Papers

Learning Unseen Concepts via Hierarchical Decomposition and Composition CVPR 2020
Learning User Representations for Open Vocabulary Image Hashtag Prediction CVPR 2020
HIT: Nested Named Entity Recognition via Head-Tail Pair and Token Interaction EMNLP 2020
Structure Aware Negative Sampling in Knowledge Graphs EMNLP 2020
Dense Passage Retrieval for Open-Domain Question Answering EMNLP 2020
Generating Informative Conversational Response using Recurrent Knowledge-Interaction and Knowledge-Copy ACL 2020
Neural Topic Modeling with Bidirectional Adversarial Training ACL 2020
Text Classification with Negative Supervision ACL 2020
Language Models as an Alternative Evaluator of Word Order Hypotheses: A Case Study in Japanese ACL 2020
Enabling Language Models to Fill in the Blanks ACL 2020
What is Learned in Visually Grounded Neural Syntax Acquisition ACL 2020
SpanMlt: A Span-based Multi-Task Learning Framework for Pair-wise Aspect and Opinion Terms Extraction ACL 2020
On Exposure Bias, Hallucination and Domain Shift in Neural Machine Translation ACL 2020
Do Neural Language Models Show Preferences for Syntactic Formalisms? ACL 2020
Learning to Faithfully Rationalize by Construction ACL 2020
Fatality Killed the Cat or: BabelPic, a Multimodal Dataset for Non-Concrete Concepts ACL 2020
Interpreting Pretrained Contextualized Representations via Reductions to Static Embeddings ACL 2020
Benefits of Intermediate Annotations in Reading Comprehension ACL 2020
Bipartite Flat-Graph Network for Nested Named Entity Recognition ACL 2020
Continual Relation Learning via Episodic Memory Activation and Reconsolidation ACL 2020
Instance-Based Learning of Span Representations: A Case Study through Named Entity Recognition ACL 2020
Relation Extraction with Explanation ACL 2020
Low-Resource Generation of Multi-hop Reasoning Questions ACL 2020
CorefQA: Coreference Resolution as Query-based Span Prediction ACL 2020
Sketch-Fill-A-R: A Persona-Grounded Chit-Chat Generation Framework ACL 2020