Large Language Models

Zero-shot Topical Text Classification with LLMs - an Experimental Study EMNLP 2023 A Holistic Assessment of the Carbon Footprint of Noor, a Very Large Arabic Language Model ACL 2022 AlphaTuning: Quantization-Aware Parameter-Efficient Adaptation of Large-Scale Pre-Trained Language Models EMNLP 2022 An empirical analysis of compute-optimal large language model training NeurIPS 2022 Are Prompt-based Models Clueless? ACL 2022 A Simple Model for Distantly Supervised Relation Extraction COLING 2022 Aspect-based Sentiment Analysis as Machine Reading Comprehension COLING 2022 A Token-level Reference-free Hallucination Detection Benchmark for Free-form Text Generation ACL 2022 Autoformalization with Large Language Models NeurIPS 2022 Beyond Goldfish Memory: Long-Term Open-Domain Conversation ACL 2022 Can language models learn from explanations in context? EMNLP 2022 Causal Distillation for Language Models NAACL 2022 CGoDial: A Large-Scale Benchmark for Chinese Goal-oriented Dialog Evaluation EMNLP 2022 Chain-of-Thought Prompting Elicits Reasoning in Large Language Models NeurIPS 2022 ChapterBreak: A Challenge Dataset for Long-Range Language Models NAACL 2022 ChavanKane at WANLP 2022 Shared Task: Large Language Models for Multi-label Propaganda Detection EMNLP 2022 Clip-Tuning: Towards Derivative-free Prompt Learning with a Mixture of Rewards EMNLP 2022 CodeRL: Mastering Code Generation through Pretrained Models and Deep Reinforcement Learning NeurIPS 2022 CogBERT: Cognition-Guided Pre-trained Language Models COLING 2022 COIN – an Inexpensive and Strong Baseline for Predicting Out of Vocabulary Word Embeddings COLING 2022 ColBERTv2: Effective and Efficient Retrieval via Lightweight Late Interaction NAACL 2022 Complicate Then Simplify: A Novel Way to Explore Pre-trained Models for Text Classification COLING 2022 ConTextING: Granting Document-Wise Contextual Embeddings to Graph Neural Networks for Inductive Text Classification COLING 2022 Context Matters: A Pragmatic Study of PLMs’ Negation Understanding ACL 2022 Controllable Dialogue Simulation with In-context Learning EMNLP 2022