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Foundation Models

4,860 papers

Papers per year

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123
1821
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Papers

Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis INTERSPEECH 2024
AVR: synergizing foundation models for audio-visual humor detection INTERSPEECH 2024
On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models INTERSPEECH 2024
Exploring In-Context Learning of Textless Speech Language Model for Speech Classification Tasks INTERSPEECH 2024
One-pass Multiple Conformer and Foundation Speech Systems Compression and Quantization Using An All-in-one Neural Model INTERSPEECH 2024
USM RNN-T model weights binarization INTERSPEECH 2024
Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction INTERSPEECH 2024
MFSN: Multi-perspective Fusion Search Network For Pre-training Knowledge in Speech Emotion Recognition INTERSPEECH 2024
Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models INTERSPEECH 2024
Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions INTERSPEECH 2024
QDax: A Library for Quality-Diversity and Population-based Algorithms with Hardware Acceleration JMLR 2024
Multi-Objective Neural Architecture Search by Learning Search Space Partitions JMLR 2024
An Algorithmic Framework for the Optimization of Deep Neural Networks Architectures and Hyperparameters JMLR 2024
Federated Automatic Differentiation JMLR 2024
Dynamics harmonic analysis of robotic systems: Application in data-driven Koopman modelling L4DC 2024
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? NAACL 2024
SeaEval for Multilingual Foundation Models: From Cross-Lingual Alignment to Cultural Reasoning NAACL 2024
Rethinking Tabular Data Understanding with Large Language Models NAACL 2024
FLAP: Flow-Adhering Planning with Constrained Decoding in LLMs NAACL 2024
Language Agnostic Code Embeddings NAACL 2024
MATHSENSEI: A Tool-Augmented Large Language Model for Mathematical Reasoning NAACL 2024
E5: Zero-shot Hierarchical Table Analysis using Augmented LLMs via Explain, Extract, Execute, Exhibit and Extrapolate NAACL 2024
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model NAACL 2024
A Symbolic Framework for Evaluating Mathematical Reasoning and Generalisation with Transformers NAACL 2024
COSIGN: Contextual Facts Guided Generation for Knowledge Graph Completion NAACL 2024