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Large Language Models

6405 directly classified papers

Papers per year

Papers

ClusterCore at SemEval-2024 Task 7: Few Shot Prompting With Large Language Models for Numeral-Aware Headline Generation SEMEVAL 2024

iREL at SemEval-2024 Task 9: Improving Conventional Prompting Methods for Brain Teasers SEMEVAL 2024

SheffieldVeraAI at SemEval-2024 Task 4: Prompting and fine-tuning a Large Vision-Language Model for Binary Classification of Persuasion Techniques in Memes SEMEVAL 2024

TextBind: Multi-turn Interleaved Multimodal Instruction-following in the Wild ACL 2024

CoCo-Agent: A Comprehensive Cognitive MLLM Agent for Smartphone GUI Automation ACL 2024

P4: Plug-and-Play Discrete Prompting for Large Language Models Personalization ACL 2024

Large Language Models Can Learn Representation in Natural Language ACL 2024

RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction ACL 2024

Cross-lingual Editing in Multilingual Language Models EACL 2024

Timeline Extraction from Decision Letters Using ChatGPT EACL 2024

Evaluating ChatGPT’s Ability to Detect Hate Speech in Turkish Tweets EACL 2024

Perplexing Canon: A study on GPT-based perplexity of canonical and non-canonical literary works EACL 2024

Part-of-Speech Tagging of 16th-Century Latin with GPT EACL 2024

Unexpected Phenomenon: LLMs’ Spurious Associations in Information Extraction ACL 2024

LCS: A Language Converter Strategy for Zero-Shot Neural Machine Translation ACL 2024

Solving Attention Kernel Regression Problem via Pre-conditioner AISTATS 2024

Mechanics of Next Token Prediction with Self-Attention AISTATS 2024

Quantifying Uncertainty in Natural Language Explanations of Large Language Models AISTATS 2024

Conditions on Preference Relations that Guarantee the Existence of Optimal Policies AISTATS 2024

On the Vulnerability of Safety Alignment in Open-Access LLMs ACL 2024

Knowledge Navigator: LLM-guided Browsing Framework for Exploratory Search in Scientific Literature EMNLP 2024

Creative and Context-Aware Translation of East Asian Idioms with GPT-4 EMNLP 2024

TrustAgent: Towards Safe and Trustworthy LLM-based Agents EMNLP 2024

A Comprehensive Survey of Hallucination in Large Language, Image, Video and Audio Foundation Models EMNLP 2024

Predicting generalization performance with correctness discriminators EMNLP 2024