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Large Language Models

6,405 papers

Papers per year

Papers

An Experimental Design Framework for Label-Efficient Supervised Finetuning of Large Language Models ACL 2024
A multi-level multi-label text classification dataset of 19th century Ottoman and Russian literary and critical texts ACL 2024
It is Simple Sometimes: A Study On Improving Aspect-Based Sentiment Analysis Performance ACL 2024
Whose Emotions and Moral Sentiments do Language Models Reflect? ACL 2024
LLM can Achieve Self-Regulation via Hyperparameter Aware Generation ACL 2024
Forward-Backward Reasoning in Large Language Models for Mathematical Verification ACL 2024
PiVe: Prompting with Iterative Verification Improving Graph-based Generative Capability of LLMs ACL 2024
Two-stage Generative Question Answering on Temporal Knowledge Graph Using Large Language Models ACL 2024
Reasoning Like a Doctor: Improving Medical Dialogue Systems via Diagnostic Reasoning Process Alignment ACL 2024
ConceptMath: A Bilingual Concept-wise Benchmark for Measuring Mathematical Reasoning of Large Language Models ACL 2024
REInstruct: Building Instruction Data from Unlabeled Corpus ACL 2024
MathBench: Evaluating the Theory and Application Proficiency of LLMs with a Hierarchical Mathematics Benchmark ACL 2024
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering ACL 2024
DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024
LEIA: Facilitating Cross-lingual Knowledge Transfer in Language Models with Entity-based Data Augmentation ACL 2024
Comments as Natural Logic Pivots: Improve Code Generation via Comment Perspective ACL 2024
Cocktail: A Comprehensive Information Retrieval Benchmark with LLM-Generated Documents Integration ACL 2024
Spotting AI’s Touch: Identifying LLM-Paraphrased Spans in Text ACL 2024
SoFA: Shielded On-the-fly Alignment via Priority Rule Following ACL 2024
Do Zombies Understand? A Choose-Your-Own-Adventure Exploration of Machine Cognition ACL 2024
Benchmarking and Improving Long-Text Translation with Large Language Models ACL 2024
Penetrative AI: Making LLMs Comprehend the Physical World ACL 2024
The Impact of Demonstrations on Multilingual In-Context Learning: A Multidimensional Analysis ACL 2024
An Empirical Study of In-context Learning in LLMs for Machine Translation ACL 2024
“My Answer is C”: First-Token Probabilities Do Not Match Text Answers in Instruction-Tuned Language Models ACL 2024