← Core Methods
Machine Learning › Core Methods ›

Embedding Learning

3751 directly classified papers

Papers per year

Papers

A Semantic Mention Graph Augmented Model for Document-Level Event Argument Extraction COLING 2024
AMenDeD: Modelling Concepts by Aligning Mentions, Definitions and Decontextualised Embeddings COLING 2024
Greed is All You Need: An Evaluation of Tokenizer Inference Methods ACL 2024
Beyond Scaling: Predicting Patent Approval with Domain-specific Fine-grained Claim Dependency Graph ACL 2024
Classification of Room Impulse Responses and its application for channel verification and diarization INTERSPEECH 2024
SymTax: Symbiotic Relationship and Taxonomy Fusion for Effective Citation Recommendation ACL 2024
OLIVE: Object Level In-Context Visual Embeddings ACL 2024
Soft Knowledge Prompt: Help External Knowledge Become a Better Teacher to Instruct LLM in Knowledge-based VQA ACL 2024
Llama2Vec: Unsupervised Adaptation of Large Language Models for Dense Retrieval ACL 2024
RevRIR: Joint Reverberant Speech and Room Impulse Response Embedding using Contrastive Learning with Application to Room Shape Classification INTERSPEECH 2024
Semantic Token Reweighting for Interpretable and Controllable Text Embeddings in CLIP EMNLP 2024
Learning Pronunciation from Other Accents via Pronunciation Knowledge Transfer INTERSPEECH 2024
Landmark Embedding: A Chunking-Free Embedding Method For Retrieval Augmented Long-Context Large Language Models ACL 2024
Semi-Open 3D Object Retrieval via Hierarchical Equilibrium on Hypergraph NIPS 2024
Retrieval-Augmented Knowledge Integration into Language Models: A Survey ACL 2024
GenGO: ACL Paper Explorer with Semantic Features ACL 2024
VISTA: Visualized Text Embedding For Universal Multi-Modal Retrieval ACL 2024
Bi-Directional Training for Composed Image Retrieval via Text Prompt Learning WACV 2024
DM-BLI: Dynamic Multiple Subspaces Alignment for Unsupervised Bilingual Lexicon Induction ACL 2024
Hyperspherical Multi-Prototype with Optimal Transport for Event Argument Extraction ACL 2024
Dialog2Flow: Pre-training Soft-Contrastive Action-Driven Sentence Embeddings for Automatic Dialog Flow Extraction EMNLP 2024
Can Your Model Tell a Negation from an Implicature? Unravelling Challenges With Intent Encoders ACL 2024
LidarCLIP or: How I Learned To Talk to Point Clouds WACV 2024
Self-Supervised Alignment with Mutual Information: Learning to Follow Principles without Preference Labels NIPS 2024
Answer is All You Need: Instruction-following Text Embedding via Answering the Question ACL 2024