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representation learning

6206 papers

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Also known as

RL

Co-occurring keywords

contrastive learning (4032) self-supervised learning (3777) transfer learning (5449) neural network (6616) unsupervised learning (3264) graph neural network (3962) multimodal learning (4645) domain adaptation (4595) feature learning (1311) language model (4599)

Papers

Toeing the Party Line: Election Manifestos as a Key to Understand Political Discourse on Twitter EMNLP 2024
Exploring Multilingual Concepts of Human Values in Large Language Models: Is Value Alignment Consistent, Transferable and Controllable across Languages? EMNLP 2024
Preserving Pre-trained Representation Space: On Effectiveness of Prefix-tuning for Large Multi-modal Models EMNLP 2024
Axis Tour: Word Tour Determines the Order of Axes in ICA-transformed Embeddings EMNLP 2024
FuxiTranyu: A Multilingual Large Language Model Trained with Balanced Data EMNLP 2024
PARA: Parameter-Efficient Fine-tuning with Prompt-Aware Representation Adjustment EMNLP 2024
ULLME: A Unified Framework for Large Language Model Embeddings with Generation-Augmented Learning EMNLP 2024
On the Fragility of Active Learners for Text Classification EMNLP 2024
Unsupervised Discrete Representations of American Sign Language EMNLP 2024
Representational Analysis of Binding in Language Models EMNLP 2024
Layer by Layer: Uncovering Where Multi-Task Learning Happens in Instruction-Tuned Large Language Models EMNLP 2024
The Mystery of the Pathological Path-star Task for Language Models EMNLP 2024
MORPHEUS: Modeling Role from Personalized Dialogue History by Exploring and Utilizing Latent Space EMNLP 2024
RepEval: Effective Text Evaluation with LLM Representation EMNLP 2024
Latent Learningscape Guided In-context Learning ACL 2024
A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ACL 2024
Monotonic Representation of Numeric Attributes in Language Models ACL 2024
XLAVS-R: Cross-Lingual Audio-Visual Speech Representation Learning for Noise-Robust Speech Perception ACL 2024
Parallel Structures in Pre-training Data Yield In-Context Learning ACL 2024
ProtT3: Protein-to-Text Generation for Text-based Protein Understanding ACL 2024
SparseFlow: Accelerating Transformers by Sparsifying Information Flows ACL 2024
Learning Geometry-Aware Representations for New Intent Discovery ACL 2024
Towards Real-world Scenario: Imbalanced New Intent Discovery ACL 2024
Semiparametric Token-Sequence Co-Supervision ACL 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024