Large Language Models

Towards a Unified Framework for Reference Retrieval and Related Work Generation EMNLP 2023 Towards Informative Open-ended Text Generation with Dynamic Knowledge Triples EMNLP 2023 Towards LLM-driven Dialogue State Tracking EMNLP 2023 Tractable Control for Autoregressive Language Generation ICML 2023 Transcending Scaling Laws with 0.1% Extra Compute EMNLP 2023 Transformer Language Models Handle Word Frequency in Prediction Head ACL 2023 Translating a low-resource language using GPT-3 and a human-readable dictionary ACL 2023 TrueTeacher: Learning Factual Consistency Evaluation with Large Language Models EMNLP 2023 UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SemEval 2023 Understanding Programs by Exploiting (Fuzzing) Test Cases ACL 2023 Unified Representation for Non-compositional and Compositional Expressions EMNLP 2023 Uniform Complexity for Text Generation EMNLP 2023 Unsupervised Explanation Generation via Correct Instantiations AAAI 2023 Unveiling Safety Vulnerabilities of Large Language Models EMNLP 2023 UReader: Universal OCR-free Visually-situated Language Understanding with Multimodal Large Language Model EMNLP 2023 Using Masked Language Model Probabilities of Connectives for Stance Detection in English Discourse EMNLP 2023 Variator: Accelerating Pre-trained Models with Plug-and-Play Compression Modules EMNLP 2023 Vid2Seq: Large-Scale Pretraining of a Visual Language Model for Dense Video Captioning CVPR 2023 We’re Afraid Language Models Aren’t Modeling Ambiguity EMNLP 2023 When Not to Trust Language Models: Investigating Effectiveness of Parametric and Non-Parametric Memories ACL 2023 YNU-HPCC at WASSA-2023 Shared Task 1: Large-scale Language Model with LoRA Fine-Tuning for Empathy Detection and Emotion Classification ACL 2023 ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023 Zero-Shot Cross-Lingual Summarization via Large Language Models EMNLP 2023 Zero-Shot Information Extraction for Clinical Meta-Analysis using Large Language Models ACL 2023 Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023