Large Language Models

CoCoHD: Congress Committee Hearing Dataset EMNLP 2024 Coconut: Contextualized Commonsense Unified Transformers for Graph-Based Commonsense Augmentation of Language Models ACL 2024 CoDa: Constrained Generation based Data Augmentation for Low-Resource NLP NAACL 2024 CodeAgent: Autonomous Communicative Agents for Code Review EMNLP 2024 CodeAgent: Enhancing Code Generation with Tool-Integrated Agent Systems for Real-World Repo-level Coding Challenges ACL 2024 CodecLM: Aligning Language Models with Tailored Synthetic Data NAACL 2024 Code Defect Detection Using Pre-trained Language Models with Encoder-Decoder via Line-Level Defect Localization COLING 2024 CodeJudge: Evaluating Code Generation with Large Language Models EMNLP 2024 CodeM: Less Data Yields More Versatility via Ability Matrix ACL 2024 Code Needs Comments: Enhancing Code LLMs with Comment Augmentation ACL 2024 Code Prompting Elicits Conditional Reasoning Abilities in Text+Code LLMs EMNLP 2024 CodeScope: An Execution-based Multilingual Multitask Multidimensional Benchmark for Evaluating LLMs on Code Understanding and Generation ACL 2024 Code-Style In-Context Learning for Knowledge-Based Question Answering AAAI 2024 Coding Open-Ended Responses using Pseudo Response Generation by Large Language Models NAACL 2024 CoE-SQL: In-Context Learning for Multi-Turn Text-to-SQL with Chain-of-Editions NAACL 2024 CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024 CogAgent: A Visual Language Model for GUI Agents CVPR 2024 CoG-DQA: Chain-of-Guiding Learning with Large Language Models for Diagram Question Answering CVPR 2024 CogGPT: Unleashing the Power of Cognitive Dynamics on Large Language Models EMNLP 2024 CollabKG: A Learnable Human-Machine-Cooperative Information Extraction Toolkit for (Event) Knowledge Graph Construction COLING 2024 Collaboration or Corporate Capture? Quantifying NLP’s Reliance on Industry Artifacts and Contributions ACL 2024 Collaborative Performance Prediction for Large Language Models EMNLP 2024 CoLLaVO: Crayon Large Language and Vision mOdel ACL 2024 CoLoR-Filter: Conditional Loss Reduction Filtering for Targeted Language Model Pre-training NeurIPS 2024 ComBack: A Versatile Dataset for Enhancing Compiler Backend Development Efficiency NeurIPS 2024