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Large Language Models

6405 directly classified papers

Papers per year

Papers

TCRA-LLM: Token Compression Retrieval Augmented Large Language Model for Inference Cost Reduction EMNLP 2023
LLM-in-the-loop: Leveraging Large Language Model for Thematic Analysis EMNLP 2023
Hierarchical Prompting Assists Large Language Model on Web Navigation EMNLP 2023
ClusterPrompt: Cluster Semantic Enhanced Prompt Learning for New Intent Discovery EMNLP 2023
Prompting and Evaluating Large Language Models for Proactive Dialogues: Clarification, Target-guided, and Non-collaboration EMNLP 2023
SummIt: Iterative Text Summarization via ChatGPT 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
Boosting Inference Efficiency: Unleashing the Power of Parameter-Shared Pre-trained Language Models EMNLP 2023
Semantic Parsing by Large Language Models for Intricate Updating Strategies of Zero-Shot Dialogue State Tracking EMNLP 2023
A Zero-Shot Language Agent for Computer Control with Structured Reflection 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
Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023
Eyes Show the Way: Modelling Gaze Behaviour for Hallucination Detection EMNLP 2023
Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023
Multilingual Coarse Political Stance Classification of Media. The Editorial Line of a ChatGPT and Bard Newspaper EMNLP 2023
Do “English” Named Entity Recognizers Work Well on Global Englishes? EMNLP 2023
Affective and Dynamic Beam Search for Story Generation EMNLP 2023
Multiview Clickbait Detection via Jointly Modeling Subjective and Objective Preference EMNLP 2023
Defining a New NLP Playground EMNLP 2023
Leveraging GPT-4 for Automatic Translation Post-Editing EMNLP 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs EMNLP 2023
What Makes it Ok to Set a Fire? Iterative Self-distillation of Contexts and Rationales for Disambiguating Defeasible Social and Moral Situations EMNLP 2023