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Large Language Models

9,067 papers

Papers per year

Papers

CReTIHC: Designing Causal Reasoning Tasks about Temporal Interventions and Hallucinated Confoundings EMNLP 2023
Improving Low-resource Question Answering by Augmenting Question Information EMNLP 2023
InstructSafety: A Unified Framework for Building Multidimensional and Explainable Safety Detector through Instruction Tuning EMNLP 2023
Investigating the Effect of Pre-finetuning BERT Models on NLI Involving Presuppositions EMNLP 2023
Large Language Model Is Not a Good Few-shot Information Extractor, but a Good Reranker for Hard Samples! EMNLP 2023
SummIt: Iterative Text Summarization via ChatGPT EMNLP 2023
Orthogonal Subspace Learning for Language Model Continual Learning EMNLP 2023
Attention-Enhancing Backdoor Attacks Against BERT-based Models EMNLP 2023
Hi-ToM: A Benchmark for Evaluating Higher-Order Theory of Mind Reasoning in Large Language Models EMNLP 2023
NLP Evaluation in trouble: On the Need to Measure LLM Data Contamination for each Benchmark EMNLP 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor EMNLP 2023
Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023
Incorporating Syntactic Knowledge into Pre-trained Language Model using Optimization for Overcoming Catastrophic Forgetting EMNLP 2023
Toward Human Readable Prompt Tuning: Kubrick’s The Shining is a good movie, and a good prompt too? EMNLP 2023
Natural Response Generation for Chinese Reading Comprehension EMNLP 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking EMNLP 2023
Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023
Steering Large Language Models for Machine Translation with Finetuning and In-Context Learning EMNLP 2023
How Many Demonstrations Do You Need for In-context Learning? EMNLP 2023
Battle of the Large Language Models: Dolly vs LLaMA vs Vicuna vs Guanaco vs Bard vs ChatGPT - A Text-to-SQL Parsing Comparison EMNLP 2023
KBioXLM: A Knowledge-anchored Biomedical Multilingual Pretrained Language Model EMNLP 2023
Words, Subwords, and Morphemes: What Really Matters in the Surprisal-Reading Time Relationship? EMNLP 2023
SteerLM: Attribute Conditioned SFT as an (User-Steerable) Alternative to RLHF EMNLP 2023
IdealGPT: Iteratively Decomposing Vision and Language Reasoning via Large Language Models EMNLP 2023
EconBERTa: Towards Robust Extraction of Named Entities in Economics EMNLP 2023