Large Language Models

AutoPlan: Automatic Planning of Interactive Decision-Making Tasks With Large Language Models EMNLP 2023 AutoTrial: Prompting Language Models for Clinical Trial Design EMNLP 2023 AutoTriggER: Label-Efficient and Robust Named Entity Recognition with Auxiliary Trigger Extraction EACL 2023 AxomiyaBERTa: A Phonologically-aware Transformer Model for Assamese ACL 2023 azaad@BND at SemEval-2023 Task 2: How to Go from a Simple Transformer Model to a Better Model to Get Better Results in Natural Language Processing SemEval 2023 BabySLM: language-acquisition-friendly benchmark of self-supervised spoken language models Interspeech 2023 Background Summarization of Event Timelines EMNLP 2023 Bag of Tricks for Training Data Extraction from Language Models ICML 2023 Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data EMNLP 2023 Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023 BanglaCHQ-Summ: An Abstractive Summarization Dataset for Medical Queries in Bangla Conversational Speech EMNLP 2023 Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023 BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NeurIPS 2023 Benchmarking Foundation Models with Language-Model-as-an-Examiner NeurIPS 2023 Benchmarking Large Language Model Capabilities for Conditional Generation ACL 2023 Benchmarking Large Language Models on CMExam - A comprehensive Chinese Medical Exam Dataset NeurIPS 2023 Beneath Surface Similarity: Large Language Models Make Reasonable Scientific Analogies after Structure Abduction EMNLP 2023 Beneath the Surface: Unveiling Harmful Memes with Multimodal Reasoning Distilled from Large Language Models EMNLP 2023 BERT Has More to Offer: BERT Layers Combination Yields Better Sentence Embeddings EMNLP 2023 BERT Lost Patience Won't Be Robust to Adversarial Slowdown NeurIPS 2023 BertNet: Harvesting Knowledge Graphs with Arbitrary Relations from Pretrained Language Models ACL 2023 Better Context Makes Better Code Language Models: A Case Study on Function Call Argument Completion AAAI 2023 Better Quality Pre-training Data and T5 Models for African Languages EMNLP 2023 Better Zero-Shot Reasoning with Self-Adaptive Prompting ACL 2023 Beyond Candidates : Adaptive Dialogue Agent Utilizing Persona and Knowledge EMNLP 2023