Large Language Models

TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties EMNLP 2023 Task Ambiguity in Humans and Language Models ICLR 2023 Task-Level Thinking Steps Help Large Language Models for Challenging Classification Task EMNLP 2023 TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023 Teaching Small Language Models to Reason ACL 2023 TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks EMNLP 2023 Temporal Knowledge Graph Forecasting Without Knowledge Using In-Context Learning EMNLP 2023 Test-Time Self-Adaptive Small Language Models for Question Answering EMNLP 2023 The Art of SOCRATIC QUESTIONING: Recursive Thinking with Large Language Models EMNLP 2023 The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers ACL 2023 The language of prompting: What linguistic properties make a prompt successful? EMNLP 2023 The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023 Theory of Mind for Multi-Agent Collaboration via Large Language Models EMNLP 2023 The Past, Present and Better Future of Feedback Learning in Large Language Models for Subjective Human Preferences and Values EMNLP 2023 The Shifted and The Overlooked: A Task-oriented Investigation of User-GPT Interactions EMNLP 2023 The Skipped Beat: A Study of Sociopragmatic Understanding in LLMs for 64 Languages EMNLP 2023 The student becomes the master: Outperforming GPT3 on Scientific Factual Error Correction EMNLP 2023 The Troubling Emergence of Hallucination in Large Language Models - An Extensive Definition, Quantification, and Prescriptive Remediations EMNLP 2023 The Vault: A Comprehensive Multilingual Dataset for Advancing Code Understanding and Generation EMNLP 2023 ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings NeurIPS 2023 ToolQA: A Dataset for LLM Question Answering with External Tools NeurIPS 2023 Topic-Informed Dialogue Summarization using Topic Distribution and Prompt-based Modeling EMNLP 2023 Toward Joint Language Modeling for Speech Units and Text EMNLP 2023 Towards Benchmarking and Improving the Temporal Reasoning Capability of Large Language Models ACL 2023 Towards Concept-Aware Large Language Models EMNLP 2023