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Large Language Models

9,067 papers

Papers per year

Papers

ContraDoc: Understanding Self-Contradictions in Documents with Large Language Models NAACL 2024
PlanRAG: A Plan-then-Retrieval Augmented Generation for Generative Large Language Models as Decision Makers NAACL 2024
A Survey of Confidence Estimation and Calibration in Large Language Models NAACL 2024
ACLSum: A New Dataset for Aspect-based Summarization of Scientific Publications NAACL 2024
Mind’s Mirror: Distilling Self-Evaluation Capability and Comprehensive Thinking from Large Language Models NAACL 2024
UniArk: Improving Generalisation and Consistency for Factual Knowledge Extraction through Debiasing NAACL 2024
KnowLA: Enhancing Parameter-efficient Finetuning with Knowledgeable Adaptation NAACL 2024
From Quantity to Quality: Boosting LLM Performance with Self-Guided Data Selection for Instruction Tuning NAACL 2024
Deceptive Semantic Shortcuts on Reasoning Chains: How Far Can Models Go without Hallucination? NAACL 2024
A Theory Guided Scaffolding Instruction Framework for LLM-Enabled Metaphor Reasoning NAACL 2024
Large Language Models can Contrastively Refine their Generation for Better Sentence Representation Learning NAACL 2024
What Matters in Training a GPT4-Style Language Model with Multimodal Inputs? NAACL 2024
MaCSC: Towards Multimodal-augmented Pre-trained Language Models via Conceptual Prototypes and Self-balancing Calibration NAACL 2024
AceGPT, Localizing Large Language Models in Arabic NAACL 2024
HumanRankEval: Automatic Evaluation of LMs as Conversational Assistants NAACL 2024
X-Eval: Generalizable Multi-aspect Text Evaluation via Augmented Instruction Tuning with Auxiliary Evaluation Aspects NAACL 2024
Large Human Language Models: A Need and the Challenges NAACL 2024
IndiBias: A Benchmark Dataset to Measure Social Biases in Language Models for Indian Context NAACL 2024
LLM-Driven Knowledge Injection Advances Zero-Shot and Cross-Target Stance Detection NAACL 2024
EchoPrompt: Instructing the Model to Rephrase Queries for Improved In-context Learning NAACL 2024
Rehearsal-Free Modular and Compositional Continual Learning for Language Models NAACL 2024
Llama meets EU: Investigating the European political spectrum through the lens of LLMs NAACL 2024
A Continued Pretrained LLM Approach for Automatic Medical Note Generation NAACL 2024
Self-Improving for Zero-Shot Named Entity Recognition with Large Language Models NAACL 2024
CPopQA: Ranking Cultural Concept Popularity by LLMs NAACL 2024