Artificial Intelligence › Core AI ›

Foundation Models

4845 directly classified papers

Papers per year

Papers

Theory of Mind for Multi-Agent Collaboration via Large Language Models EMNLP 2023

Struct-XLM: A Structure Discovery Multilingual Language Model for Enhancing Cross-lingual Transfer through Reinforcement Learning EMNLP 2023

trlX: A Framework for Large Scale Reinforcement Learning from Human Feedback EMNLP 2023

Generating Summaries with Controllable Readability Levels EMNLP 2023

Descriptive Knowledge Graph in Biomedical Domain EMNLP 2023

Automatic Unit Test Data Generation and Actor-Critic Reinforcement Learning for Code Synthesis EMNLP 2023

Harnessing the Plug-and-Play Controller by Prompting EMNLP 2023

Viettel-AI at SemEval-2023 Task 6: Legal Document Understanding with Longformer for Court Judgment Prediction with Explanation SEMEVAL 2023

ReDASPersuasion at SemEval-2023 Task 3: Persuasion Detection using Multilingual Transformers and Language Agnostic Features SEMEVAL 2023

PingAnLifeInsurance at SemEval-2023 Task 10: Using Multi-Task Learning to Better Detect Online Sexism SEMEVAL 2023

SemEval-2023 Task 5: Clickbait Spoiling SEMEVAL 2023

Epicurus at SemEval-2023 Task 4: Improving Prediction of Human Values behind Arguments by Leveraging Their Definitions SEMEVAL 2023

On the Zero-Shot Generalization of Machine-Generated Text Detectors EMNLP 2023

Retrieving Multimodal Information for Augmented Generation: A Survey EMNLP 2023

Reasoning about Ambiguous Definite Descriptions EMNLP 2023

Measuring the Knowledge Acquisition-Utilization Gap in Pretrained Language Models EMNLP 2023

Empowering Psychotherapy with Large Language Models: Cognitive Distortion Detection through Diagnosis of Thought Prompting EMNLP 2023

Large Language Models are Not Yet Human-Level Evaluators for Abstractive Summarization EMNLP 2023

Chain-of-Thought Embeddings for Stance Detection on Social Media EMNLP 2023

An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023

Definitions Matter: Guiding GPT for Multi-label Classification EMNLP 2023

InstructExcel: A Benchmark for Natural Language Instruction in Excel EMNLP 2023

Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models EMNLP 2023

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning EMNLP 2023

Allies: Prompting Large Language Model with Beam Search EMNLP 2023