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Large Language Models

9,067 papers

Papers per year

Papers

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
Assessing Factual Reliability of Large Language Model Knowledge NAACL 2024
Unveiling the Generalization Power of Fine-Tuned Large Language Models NAACL 2024
Exploring Self-supervised Logic-enhanced Training for Large Language Models NAACL 2024
mEdIT: Multilingual Text Editing via Instruction Tuning NAACL 2024
Topics, Authors, and Institutions in Large Language Model Research: Trends from 17K arXiv Papers NAACL 2024
S3Eval: A Synthetic, Scalable, Systematic Evaluation Suite for Large Language Model NAACL 2024
IterAlign: Iterative Constitutional Alignment of Large Language Models NAACL 2024
REST: Retrieval-Based Speculative Decoding NAACL 2024
Toward Informal Language Processing: Knowledge of Slang in Large Language Models NAACL 2024
Ungrammatical-syntax-based In-context Example Selection for Grammatical Error Correction NAACL 2024
zrLLM: Zero-Shot Relational Learning on Temporal Knowledge Graphs with Large Language Models NAACL 2024