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Large Language Models

2678 directly classified papers

Papers per year

Papers

Transformer Language Models Handle Word Frequency in Prediction Head ACL 2023
Chain of Thought Prompting Elicits Knowledge Augmentation ACL 2023
RETUYT-InCo at BEA 2023 Shared Task: Tuning Open-Source LLMs for Generating Teacher Responses ACL 2023
Ask an Expert: Leveraging Language Models to Improve Strategic Reasoning in Goal-Oriented Dialogue Models ACL 2023
Zero-shot Temporal Relation Extraction with ChatGPT ACL 2023
Automated Extraction of Molecular Interactions and Pathway Knowledge using Large Language Model, Galactica: Opportunities and Challenges ACL 2023
LHS712EE at BioLaySumm 2023: Using BART and LED to summarize biomedical research articles ACL 2023
Medical Visual Textual Entailment for Numerical Understanding of Vision-and-Language Models ACL 2023
LLM-Eval: Unified Multi-Dimensional Automatic Evaluation for Open-Domain Conversations with Large Language Models ACL 2023
cTBLS: Augmenting Large Language Models with Conversational Tables ACL 2023
Saama AI Research at SemEval-2023 Task 7: Exploring the Capabilities of Flan-T5 for Multi-evidence Natural Language Inference in Clinical Trial Data ACL 2023
John-Arthur at SemEval-2023 Task 4: Fine-Tuning Large Language Models for Arguments Classification ACL 2023
Detoxifying Online Discourse: A Guided Response Generation Approach for Reducing Toxicity in User-Generated Text ACL 2023
Translating a low-resource language using GPT-3 and a human-readable dictionary ACL 2023
Strength in Numbers: Estimating Confidence of Large Language Models by Prompt Agreement 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
Distilling Reasoning Capabilities into Smaller Language Models ACL 2023
Cost-effective Distillation of Large Language Models ACL 2023
Can Contextual Biasing Remain Effective with Whisper and GPT-2? INTERSPEECH 2023
ChatGPT-EDSS: Empathetic Dialogue Speech Synthesis Trained from ChatGPT-derived Context Word Embeddings INTERSPEECH 2023
Beyond Positive Scaling: How Negation Impacts Scaling Trends of Language Models ACL 2023
Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints ACL 2023
Distilling Step-by-Step! Outperforming Larger Language Models with Less Training Data and Smaller Model Sizes ACL 2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code ACL 2023
Prompted Opinion Summarization with GPT-3.5 ACL 2023