Large Language Models

Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023 Beyond Testers’ Biases: Guiding Model Testing with Knowledge Bases using LLMs EMNLP 2023 BLOOM+1: Adding Language Support to BLOOM for Zero-Shot Prompting ACL 2023 BLP-2023 Task 2: Sentiment Analysis EMNLP 2023 Bridging the Gap between Decision and Logits in Decision-based Knowledge Distillation for Pre-trained Language Models ACL 2023 BYOC: Personalized Few-Shot Classification with Co-Authored Class Descriptions EMNLP 2023 Calibrated Seq2seq Models for Efficient and Generalizable Ultra-fine Entity Typing EMNLP 2023 Can Contextual Biasing Remain Effective with Whisper and GPT-2? Interspeech 2023 Can Large Language Models Be an Alternative to Human Evaluations? ACL 2023 Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023 Challenging BIG-Bench Tasks and Whether Chain-of-Thought Can Solve Them ACL 2023 ChatGPT Beyond English: Towards a Comprehensive Evaluation of Large Language Models in Multilingual Learning EMNLP 2023 ChatGPT-EDSS: Empathetic Dialogue Speech Synthesis Trained from ChatGPT-derived Context Word Embeddings Interspeech 2023 CHiLL: Zero-shot Custom Interpretable Feature Extraction from Clinical Notes with Large Language Models EMNLP 2023 CLIPPING: Distilling CLIP-Based Models With a Student Base for Video-Language Retrieval CVPR 2023 CLIPPO: Image-and-Language Understanding From Pixels Only CVPR 2023 Clover: Towards a Unified Video-Language Alignment and Fusion Model CVPR 2023 CodeIE: Large Code Generation Models are Better Few-Shot Information Extractors ACL 2023 Coder Reviewer Reranking for Code Generation ICML 2023 CodeT5+: Open Code Large Language Models for Code Understanding and Generation EMNLP 2023 CoEdIT: Text Editing by Task-Specific Instruction Tuning EMNLP 2023 Cognitive Dissonance: Why Do Language Model Outputs Disagree with Internal Representations of Truthfulness? EMNLP 2023 Comparing the Evaluation and Production of Loophole Behavior in Humans and Large Language Models EMNLP 2023 Complementary Explanations for Effective In-Context Learning ACL 2023 ConStruct-VL: Data-Free Continual Structured VL Concepts Learning CVPR 2023