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Large Language Models

9,153 papers

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Papers

Spoken-to-written text conversion with Large Language Model INTERSPEECH 2024
Whisper-Flamingo: Integrating Visual Features into Whisper for Audio-Visual Speech Recognition and Translation INTERSPEECH 2024
Comparing Discrete and Continuous Space LLMs for Speech Recognition INTERSPEECH 2024
Leveraging Large Language Models to Refine Automatic Feedback Generation at Articulatory Level in Computer Aided Pronunciation Training INTERSPEECH 2024
From Text to Emotion: Unveiling the Emotion Annotation Capabilities of LLMs INTERSPEECH 2024
Online Knowledge Distillation of Decoder-Only Large Language Models for Efficient Speech Recognition INTERSPEECH 2024
SALSA: Speedy ASR-LLM Synchronous Aggregation INTERSPEECH 2024
Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR INTERSPEECH 2024
Instruction Data Generation and Unsupervised Adaptation for Speech Language Models INTERSPEECH 2024
On the Effectiveness of Acoustic BPE in Decoder-Only TTS INTERSPEECH 2024
Can Large Language Models Understand Spatial Audio? INTERSPEECH 2024
Large Language Models for Dysfluency Detection in Stuttered Speech INTERSPEECH 2024
PromptBench: A Unified Library for Evaluation of Large Language Models JMLR 2024
Open-Source Conversational AI with SpeechBrain 1.0 JMLR 2024
Assessing Logical Puzzle Solving in Large Language Models: Insights from a Minesweeper Case Study NAACL 2024
On Linearizing Structured Data in Encoder-Decoder Language Models: Insights from Text-to-SQL NAACL 2024
Self-Prompting Large Language Models for Zero-Shot Open-Domain QA NAACL 2024
Head-to-Tail: How Knowledgeable are Large Language Models (LLMs)? A.K.A. Will LLMs Replace Knowledge Graphs? NAACL 2024
kNN-ICL: Compositional Task-Oriented Parsing Generalization with Nearest Neighbor In-Context Learning NAACL 2024
LLMs Are Few-Shot In-Context Low-Resource Language Learners NAACL 2024
Rethinking Tabular Data Understanding with Large Language Models NAACL 2024
BookSQL: A Large Scale Text-to-SQL Dataset for Accounting Domain NAACL 2024
ALoRA: Allocating Low-Rank Adaptation for Fine-tuning Large Language Models NAACL 2024
InsCL: A Data-efficient Continual Learning Paradigm for Fine-tuning Large Language Models with Instructions NAACL 2024
BeLLM: Backward Dependency Enhanced Large Language Model for Sentence Embeddings NAACL 2024