Large Language Models

Adversarial Self-Attention for Language Understanding AAAI 2023 Air-Decoding: Attribute Distribution Reconstruction for Decoding-Time Controllable Text Generation EMNLP 2023 ALCUNA: Large Language Models Meet New Knowledge EMNLP 2023 ALERT: Adapt Language Models to Reasoning Tasks ACL 2023 AlGhafa Evaluation Benchmark for Arabic Language Models EMNLP 2023 AliBERT: A Pre-trained Language Model for French Biomedical Text ACL 2023 Aligning Instruction Tasks Unlocks Large Language Models as Zero-Shot Relation Extractors ACL 2023 Aligning Language Models to User Opinions EMNLP 2023 Aligning Large Language Models through Synthetic Feedback EMNLP 2023 Al-Jawaab at Qur’an QA 2023 Shared Task: Exploring Embeddings and GPT Models for Passage Retrieval and Reading Comprehension EMNLP 2023 A Low-Resource Approach to the Grammatical Error Correction of Ukrainian EACL 2023 AlpacaFarm: A Simulation Framework for Methods that Learn from Human Feedback NeurIPS 2023 ANALOGICAL - A Novel Benchmark for Long Text Analogy Evaluation in Large Language Models ACL 2023 Analyzing Multilingual Competency of LLMs in Multi-Turn Instruction Following: A Case Study of Arabic EMNLP 2023 Analyzing Pre-trained and Fine-tuned Language Models EMNLP 2023 Analyzing Syntactic Generalization Capacity of Pre-trained Language Models on Japanese Honorific Conversion ACL 2023 An Empirical Analysis of Parameter-Efficient Methods for Debiasing Pre-Trained Language Models ACL 2023 An Empirical Study of Instruction-tuning Large Language Models in Chinese EMNLP 2023 An Empirical Study of Metrics to Measure Representational Harms in Pre-Trained Language Models ACL 2023 An Empirical Study on Multiple Knowledge from ChatGPT for Emotion Recognition in Conversations EMNLP 2023 An Empirical Study Towards Prompt-Tuning for Graph Contrastive Pre-Training in Recommendations NeurIPS 2023 A New Benchmark and Reverse Validation Method for Passage-level Hallucination Detection EMNLP 2023 A New Dataset and Empirical Study for Sentence Simplification in Chinese ACL 2023 An Exploration of Encoder-Decoder Approaches to Multi-Label Classification for Legal and Biomedical Text ACL 2023 An Investigation of LLMs’ Inefficacy in Understanding Converse Relations EMNLP 2023