Large Language Models

Speculative Decoding with Big Little Decoder NeurIPS 2023 SpeechGPT: Empowering Large Language Models with Intrinsic Cross-Modal Conversational Abilities EMNLP 2023 SPRING: Studying Papers and Reasoning to play Games NeurIPS 2023 SQuARe: A Large-Scale Dataset of Sensitive Questions and Acceptable Responses Created through Human-Machine Collaboration ACL 2023 Statistical Knowledge Assessment for Large Language Models NeurIPS 2023 Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement ACL 2023 SwiftSage: A Generative Agent with Fast and Slow Thinking for Complex Interactive Tasks NeurIPS 2023 Systematic Assessment of Factual Knowledge in Large Language Models EMNLP 2023 TabLLM: Few-shot Classification of Tabular Data with Large Language Models AISTATS 2023 TARJAMAT: Evaluation of Bard and ChatGPT on Machine Translation of Ten Arabic Varieties EMNLP 2023 Team:PULSAR at ProbSum 2023:PULSAR: Pre-training with Extracted Healthcare Terms for Summarising Patients’ Problems and Data Augmentation with Black-box Large Language Models ACL 2023 Text Classification via Large Language Models EMNLP 2023 The Benefits of Bad Advice: Autocontrastive Decoding across Model Layers ACL 2023 The Cambridge Law Corpus: A Dataset for Legal AI Research NeurIPS 2023 The Cost of Compression: Investigating the Impact of Compression on Parametric Knowledge in Language Models EMNLP 2023 The Learnability of In-Context Learning NeurIPS 2023 The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023 The ROOTS Search Tool: Data Transparency for LLMs ACL 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 Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions ACL 2023 TongueSwitcher: Fine-Grained Identification of German-English Code-Switching EMNLP 2023 ToolkenGPT: Augmenting Frozen Language Models with Massive Tools via Tool Embeddings NeurIPS 2023 Topological Data Analysis for Speech Processing Interspeech 2023 Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023