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Foundation Models

4845 directly classified papers

Papers per year

Papers

ChatCoT: Tool-Augmented Chain-of-Thought Reasoning on Chat-based Large Language Models EMNLP 2023

Emergent Inabilities? Inverse Scaling Over the Course of Pretraining EMNLP 2023

Drilling Down into the Discourse Structure with LLMs for Long Document Question Answering EMNLP 2023

Context-faithful Prompting for Large Language Models EMNLP 2023

TELeR: A General Taxonomy of LLM Prompts for Benchmarking Complex Tasks EMNLP 2023

Can ChatGPT Perform Reasoning Using the IRAC Method in Analyzing Legal Scenarios Like a Lawyer? EMNLP 2023

Towards Concept-Aware Large Language Models EMNLP 2023

Roles of Scaling and Instruction Tuning in Language Perception: Model vs. Human Attention EMNLP 2023

From Words to Wires: Generating Functioning Electronic Devices from Natural Language Descriptions EMNLP 2023

From Complex to Simple: Unraveling the Cognitive Tree for Reasoning with Small Language Models EMNLP 2023

Not All Languages Are Created Equal in LLMs: Improving Multilingual Capability by Cross-Lingual-Thought Prompting EMNLP 2023

Can Foundation Models Watch, Talk and Guide You Step by Step to Make a Cake? EMNLP 2023

Automatic Prompt Augmentation and Selection with Chain-of-Thought from Labeled Data EMNLP 2023

Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts EMNLP 2023

Decoding Stumpers: Large Language Models vs. Human Problem-Solvers EMNLP 2023

Improving generalization in large langue model by learning prefix subspaces EMNLP 2023

Self-Polish: Enhance Reasoning in Large Language Models via Problem Refinement EMNLP 2023

A Zero-Shot Language Agent for Computer Control with Structured Reflection 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

Improving Sequential Model Editing with Fact Retrieval EMNLP 2023

Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models EMNLP 2023

Is ChatGPT a Good Causal Reasoner? A Comprehensive Evaluation EMNLP 2023

Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023

Improving Pacing in Long-Form Story Planning EMNLP 2023

Mind the Gap Between Conversations for Improved Long-Term Dialogue Generation EMNLP 2023