Large Language Models

Transformer-based Hebrew NLP models for Short Answer Scoring in Biology ACL 2023 Transformers with Learnable Activation Functions EACL 2023 Translating a low-resource language using GPT-3 and a human-readable dictionary ACL 2023 Tree of Clarifications: Answering Ambiguous Questions with Retrieval-Augmented Large Language Models EMNLP 2023 TrelBERT: A pre-trained encoder for Polish Twitter EACL 2023 trlX: A Framework for Large Scale Reinforcement Learning from Human Feedback EMNLP 2023 True Detective: A Deep Abductive Reasoning Benchmark Undoable for GPT-3 and Challenging for GPT-4 ACL 2023 TSTR: Target Similarity Tuning Meets the Real World EMNLP 2023 Tuna: Instruction Tuning using Feedback from Large Language Models EMNLP 2023 Two Directions for Clinical Data Generation with Large Language Models: Data-to-Label and Label-to-Data EMNLP 2023 Two Examples are Better than One: Context Regularization for Gradient-based Prompt Tuning ACL 2023 UDAPDR: Unsupervised Domain Adaptation via LLM Prompting and Distillation of Rerankers EMNLP 2023 UFAL-ULD at BLP-2023 Task 2 Sentiment Classification in Bangla Text EMNLP 2023 UKP-SQuARE: An Interactive Tool for Teaching Question Answering ACL 2023 UL & UM6P at ArAIEval Shared Task: Transformer-based model for Persuasion Techniques and Disinformation detection in Arabic EMNLP 2023 UMUTeam and SINAI at SemEval-2023 Task 9: Multilingual Tweet Intimacy Analysis using Multilingual Large Language Models and Data Augmentation SemEval 2023 Uncovering Hidden Consequences of Pre-training Objectives in Sequence-to-Sequence Models ACL 2023 Understanding Demonstration-based Learning from a Causal Perspective ACL 2023 Understanding HTML with Large Language Models EMNLP 2023 Understanding In-Context Learning via Supportive Pretraining Data ACL 2023 Understanding Int4 Quantization for Language Models: Latency Speedup, Composability, and Failure Cases ICML 2023 Understanding Large Language Model Based Metrics for Text Summarization AACL 2023 Understanding Social Reasoning in Language Models with Language Models NeurIPS 2023 Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? EMNLP 2023 Understanding Transformer Memorization Recall Through Idioms EACL 2023