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Foundation Models

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Papers

Lightweight reranking for language model generations ACL 2024

Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024

An Investigation of Neuron Activation as a Unified Lens to Explain Chain-of-Thought Eliciting Arithmetic Reasoning of LLMs ACL 2024

CQIL: Inference Latency Optimization with Concurrent Computation of Quasi-Independent Layers ACL 2024

FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation ACL 2024

HD-Eval: Aligning Large Language Model Evaluators Through Hierarchical Criteria Decomposition ACL 2024

MARS: Meaning-Aware Response Scoring for Uncertainty Estimation in Generative LLMs ACL 2024

DocLLM: A Layout-Aware Generative Language Model for Multimodal Document Understanding ACL 2024

Multimodal Table Understanding ACL 2024

Text-like Encoding of Collaborative Information in Large Language Models for Recommendation ACL 2024

Large Language Models are not Fair Evaluators ACL 2024

NewsBench: A Systematic Evaluation Framework for Assessing Editorial Capabilities of Large Language Models in Chinese Journalism ACL 2024

Automatic Classification of News Subjects in Broadcast News: Application to a Gender Bias Representation Analysis INTERSPEECH 2024

Benchmarking Children's ASR with Supervised and Self-supervised Speech Foundation Models INTERSPEECH 2024

Segmental and Suprasegmental Speech Foundation Models for Classifying Cognitive Risk Factors: Evaluating Out-of-the-Box Performance INTERSPEECH 2024

AdaRA: Adaptive Rank Allocation of Residual Adapters for Speech Foundation Model INTERSPEECH 2024

ZeroST: Zero-Shot Speech Translation INTERSPEECH 2024

On the Effects of Heterogeneous Data Sources on Speech-to-Text Foundation Models INTERSPEECH 2024

Speech foundation models in healthcare: Effect of layer selection on pathological speech feature prediction INTERSPEECH 2024

Large Language Model-based FMRI Encoding of Language Functions for Subjects with Neurocognitive Disorder 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

Exploring Speech Foundation Models for Speaker Diarization in Child-Adult Dyadic Interactions INTERSPEECH 2024

Language is All a Graph Needs EACL 2024

A Proposal for Scaling the Scaling Laws EACL 2024