conftrace_

concept representation

21 papers

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Co-occurring keywords

representation learning (6206) concept learning (121) concept bottleneck (29) sparse autoencoder (112) concept bottleneck model (43) multilingual language model (444) activation patching (23) multilingual nlp (1426) latent representation (418) foundation model (735)

Papers

HistLens: Mapping Idea Change across Concepts and Corpora ACL 2026
Evaluating Adversarial Robustness of Concept Representations in Sparse Autoencoders EACL 2026
When Meanings Meet: Investigating the Emergence and Quality of Shared Concept Spaces during Multilingual Language Model Training EACL 2026
Granular Concept Circuits: Toward a Fine-Grained Circuit Discovery for Concept Representations ICCV 2025
Separating Tongue from Thought: Activation Patching Reveals Language-Agnostic Concept Representations in Transformers ACL 2025
Cross-model Transferability among Large Language Models on the Platonic Representations of Concepts ACL 2025
Seeing What Tastes Good: Revisiting Multimodal Distributional Semantics in the Billion Parameter Era ACL 2025
CoCoG: Controllable Visual Stimuli Generation Based on Human Concept Representations IJCAI 2024
Neural Concept Binder NIPS 2024
Brain encoding models based on multimodal transformers can transfer across language and vision NIPS 2023
A Crosslingual Investigation of Conceptualization in 1335 Languages ACL 2023
Towards Robust Metrics for Concept Representation Evaluation AAAI 2023
Auxiliary Losses for Learning Generalizable Concept-based Models NIPS 2023
Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NIPS 2022
Concept-Based Label Embedding via Dynamic Routing for Hierarchical Text Classification IJCNLP 2021
Definition Modelling for Appropriate Specificity EMNLP 2021
Taxonomy Completion via Triplet Matching Network AAAI 2021
Conception: Multilingually-Enhanced, Human-Readable Concept Vector Representations COLING 2020
Deep Short Text Classification with Knowledge Powered Attention AAAI 2019
Prerequisite Relation Learning for Concepts in MOOCs ACL 2017
Sew-Embed at SemEval-2017 Task 2: Language-Independent Concept Representations from a Semantically Enriched Wikipedia SEMEVAL 2017