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Large Language Models

9,067 papers

Papers per year

Papers

Enhancing Chat Language Models by Scaling High-quality Instructional Conversations EMNLP 2023
API-Bank: A Comprehensive Benchmark for Tool-Augmented LLMs EMNLP 2023
Evaluating Large Language Models on Controlled Generation Tasks EMNLP 2023
SLOG: A Structural Generalization Benchmark for Semantic Parsing EMNLP 2023
On the Automatic Generation and Simplification of Children’s Stories EMNLP 2023
The Curious Case of Hallucinatory (Un)answerability: Finding Truths in the Hidden States of Over-Confident Large Language Models EMNLP 2023
Longtriever: a Pre-trained Long Text Encoder for Dense Document Retrieval EMNLP 2023
Dynosaur: A Dynamic Growth Paradigm for Instruction-Tuning Data Curation EMNLP 2023
Well Begun is Half Done: Generator-agnostic Knowledge Pre-Selection for Knowledge-Grounded Dialogue EMNLP 2023
Prompting is not a substitute for probability measurements in large language models EMNLP 2023
Parameter-Efficient Language Model Tuning with Active Learning in Low-Resource Settings EMNLP 2023
ViSoBERT: A Pre-Trained Language Model for Vietnamese Social Media Text Processing EMNLP 2023
Query Rewriting in Retrieval-Augmented Large Language Models EMNLP 2023
QUDeval: The Evaluation of Questions Under Discussion Discourse Parsing EMNLP 2023
Exploring Chain of Thought Style Prompting for Text-to-SQL EMNLP 2023
The Effect of Scaling, Retrieval Augmentation and Form on the Factual Consistency of Language Models EMNLP 2023
Semi-automatic Data Enhancement for Document-Level Relation Extraction with Distant Supervision from Large Language Models EMNLP 2023
EntSUMv2: Dataset, Models and Evaluation for More Abstractive Entity-Centric Summarization EMNLP 2023
Fine-tuned LLMs Know More, Hallucinate Less with Few-Shot Sequence-to-Sequence Semantic Parsing over Wikidata EMNLP 2023
ZEROTOP: Zero-Shot Task-Oriented Semantic Parsing using Large Language Models EMNLP 2023
Answering Questions by Meta-Reasoning over Multiple Chains of Thought EMNLP 2023
Towards Interpretable Mental Health Analysis with Large Language Models EMNLP 2023
GEM: Gestalt Enhanced Markup Language Model for Web Understanding via Render Tree EMNLP 2023
Baize: An Open-Source Chat Model with Parameter-Efficient Tuning on Self-Chat Data EMNLP 2023
Enabling Large Language Models to Generate Text with Citations EMNLP 2023