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Large Language Models

2678 directly classified papers

Papers per year

Papers

SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering NIPS 2024
Incentivizing Quality Text Generation via Statistical Contracts NIPS 2024
WenMind: A Comprehensive Benchmark for Evaluating Large Language Models in Chinese Classical Literature and Language Arts NIPS 2024
Stealth edits to large language models NIPS 2024
MAGIS: LLM-Based Multi-Agent Framework for GitHub Issue Resolution NIPS 2024
Can LLMs Implicitly Learn Numeric Parameter Constraints in Data Science APIs? NIPS 2024
Recursive Introspection: Teaching Language Model Agents How to Self-Improve NIPS 2024
Bileve: Securing Text Provenance in Large Language Models Against Spoofing with Bi-level Signature NIPS 2024
Vitron: A Unified Pixel-level Vision LLM for Understanding, Generating, Segmenting, Editing NIPS 2024
Alignment for Honesty NIPS 2024
ReFT: Representation Finetuning for Language Models NIPS 2024
Chain-of-Thought Reasoning Without Prompting NIPS 2024
LLM Evaluators Recognize and Favor Their Own Generations NIPS 2024
On the Worst Prompt Performance of Large Language Models NIPS 2024
Thinking Forward: Memory-Efficient Federated Finetuning of Language Models NIPS 2024
Stress-Testing Capability Elicitation With Password-Locked Models NIPS 2024
Can LLMs Learn by Teaching for Better Reasoning? A Preliminary Study NIPS 2024
Aligning to Thousands of Preferences via System Message Generalization NIPS 2024
AgentBoard: An Analytical Evaluation Board of Multi-turn LLM Agents NIPS 2024
Panacea: Pareto Alignment via Preference Adaptation for LLMs NIPS 2024
Reawakening knowledge: Anticipatory recovery from catastrophic interference via structured training NIPS 2024
Cooperation, Competition, and Maliciousness: LLM-Stakeholders Interactive Negotiation NIPS 2024
MedCalc-Bench: Evaluating Large Language Models for Medical Calculations NIPS 2024
CultureLLM: Incorporating Cultural Differences into Large Language Models NIPS 2024
StreamingDialogue: Prolonged Dialogue Learning via Long Context Compression with Minimal Losses NIPS 2024