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Large Language Models

2678 directly classified papers

Papers per year

Papers

ERNIE-Code: Beyond English-Centric Cross-lingual Pretraining for Programming Languages ACL 2023
Understanding Programs by Exploiting (Fuzzing) Test Cases ACL 2023
A Simple, Yet Effective Approach to Finding Biases in Code Generation ACL 2023
Detecting Edit Failures In Large Language Models: An Improved Specificity Benchmark ACL 2023
Inference-Time Policy Adapters (IPA): Tailoring Extreme-Scale LMs without Fine-tuning EMNLP 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models EMNLP 2023
CRUSH4SQL: Collective Retrieval Using Schema Hallucination For Text2SQL EMNLP 2023
ImageNetVC: Zero- and Few-Shot Visual Commonsense Evaluation on 1000 ImageNet Categories EMNLP 2023
Attack Prompt Generation for Red Teaming and Defending Large Language Models EMNLP 2023
A Framework for Exploring Player Perceptions of LLM-Generated Dialogue in Commercial Video Games EMNLP 2023
RefGPT: Dialogue Generation of GPT, by GPT, and for GPT EMNLP 2023
Large Language Models are Better Reasoners with Self-Verification EMNLP 2023
Multi-label and Multi-target Sampling of Machine Annotation for Computational Stance Detection EMNLP 2023
In What Languages are Generative Language Models the Most Formal? Analyzing Formality Distribution across Languages EMNLP 2023
UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023
Reducing Spurious Correlations in Aspect-based Sentiment Analysis with Explanation from Large Language Models EMNLP 2023
Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples EMNLP 2023
Ask Language Model to Clean Your Noisy Translation Data EMNLP 2023
Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models EMNLP 2023
ASPIRO: Any-shot Structured Parsing-error-Induced ReprOmpting for Consistent Data-to-Text Generation EMNLP 2023
Proto-lm: A Prototypical Network-Based Framework for Built-in Interpretability in Large Language Models EMNLP 2023
Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models EMNLP 2023
InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023
LDM2: A Large Decision Model Imitating Human Cognition with Dynamic Memory Enhancement EMNLP 2023
The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation EMNLP 2023