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Representation Learning

4516 directly classified papers

Papers per year

Papers

IndiSocialFT: Multilingual Word Representation for Indian languages in code-mixed environment EMNLP 2023
Towards Robust Metrics for Concept Representation Evaluation AAAI 2023
Improving Contrastive Learning of Sentence Embeddings with Focal InfoNCE EMNLP 2023
Towards a Mechanistic Interpretation of Multi-Step Reasoning Capabilities of Language Models EMNLP 2023
Dual-Alignment Pre-training for Cross-lingual Sentence Embedding ACL 2023
Understanding Translationese in Cross-Lingual Summarization EMNLP 2023
CodeTransOcean: A Comprehensive Multilingual Benchmark for Code Translation EMNLP 2023
HistAlign: Improving Context Dependency in Language Generation by Aligning with History EMNLP 2023
Random Entity Quantization for Parameter-Efficient Compositional Knowledge Graph Representation EMNLP 2023
Towards Learning to Discover Money Laundering Sub-network in Massive Transaction Network AAAI 2023
Improving Chinese Pop Song and Hokkien Gezi Opera Singing Voice Synthesis by Enhancing Local Modeling EMNLP 2023
Byte Pair Encoding for Symbolic Music EMNLP 2023
ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness EMNLP 2023
Self-Influence Guided Data Reweighting for Language Model Pre-training EMNLP 2023
Uncertainty Guided Global Memory Improves Multi-Hop Question Answering EMNLP 2023
Bi-Drop: Enhancing Fine-tuning Generalization via Synchronous sub-net Estimation and Optimization EMNLP 2023
Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling EMNLP 2023
CompoundPiece: Evaluating and Improving Decompounding Performance of Language Models EMNLP 2023
Using Interpretation Methods for Model Enhancement EMNLP 2023
Tree-Based Representation and Generation of Natural and Mathematical Language ACL 2023
Towards a Deep Understanding of Multilingual End-to-End Speech Translation EMNLP 2023
Hyperpolyglot LLMs: Cross-Lingual Interpretability in Token Embeddings EMNLP 2023
How Well Do Text Embedding Models Understand Syntax? EMNLP 2023
Trade-Offs Between Fairness and Privacy in Language Modeling ACL 2023
A Textual Dataset for Situated Proactive Response Selection ACL 2023