Representation Learning

Arbitrary Time Information Modeling via Polynomial Approximation for Temporal Knowledge Graph Embedding COLING 2024 Are Articulatory Feature Overlaps Shrouded in Speech Embeddings? Interspeech 2024 Are Decoder-Only Language Models Better than Encoder-Only Language Models in Understanding Word Meaning? ACL 2024 Are ELECTRA’s Sentence Embeddings Beyond Repair? The Case of Semantic Textual Similarity EMNLP 2024 Are Language Models Actually Useful for Time Series Forecasting? NeurIPS 2024 A representation-learning game for classes of prediction tasks ICLR 2024 A Restoration Network as an Implicit Prior ICLR 2024 Are there identifiable structural parts in the sentence embedding whole? EMNLP 2024 Are They the Same Picture? Adapting Concept Bottleneck Models for Human-AI Collaboration in Image Retrieval IJCAI 2024 Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning AAAI 2024 AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields NeurIPS 2024 ArtWhisperer: A Dataset for Characterizing Human-AI Interactions in Artistic Creations ICML 2024 A SARS-CoV-2 Interaction Dataset and VHH Sequence Corpus for Antibody Language Models NeurIPS 2024 A scalable generative model for dynamical system reconstruction from neuroimaging data NeurIPS 2024 A Self-explaining Neural Architecture for Generalizable Concept Learning IJCAI 2024 A Self-verified Method for Exploring Simile Knowledge from Pre-trained Language Models COLING 2024 A Semantic Distance Metric Learning approach for Lexical Semantic Change Detection ACL 2024 A Ship of Theseus: Curious Cases of Paraphrasing in LLM-Generated Texts ACL 2024 A Simple and Scalable Representation for Graph Generation ICLR 2024 A Simple Baseline for Efficient Hand Mesh Reconstruction CVPR 2024 A Simple yet Scalable Granger Causal Structural Learning Approach for Topological Event Sequences NeurIPS 2024 A Single Vector Is Not Enough: Taxonomy Expansion via Box Embeddings (Extended Abstract) IJCAI 2024 ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings Interspeech 2024 Assessing Generalization for Subpopulation Representative Modeling via In-Context Learning EACL 2024 Assessing the Significance of Encoded Information in Contextualized Representations to Word Sense Disambiguation EACL 2024