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Large Language Models

6405 directly classified papers

Papers per year

Papers

Hints-In-Browser: Benchmarking Language Models for Programming Feedback Generation NIPS 2024
SciCode: A Research Coding Benchmark Curated by Scientists NIPS 2024
Wings: Learning Multimodal LLMs without Text-only Forgetting NIPS 2024
MedSafetyBench: Evaluating and Improving the Medical Safety of Large Language Models NIPS 2024
BertaQA: How Much Do Language Models Know About Local Culture? NIPS 2024
Rule Extrapolation in Language Modeling: A Study of Compositional Generalization on OOD Prompts NIPS 2024
3-in-1: 2D Rotary Adaptation for Efficient Finetuning, Efficient Batching and Composability NIPS 2024
Dataset Decomposition: Faster LLM Training with Variable Sequence Length Curriculum NIPS 2024
Mobility-LLM: Learning Visiting Intentions and Travel Preference from Human Mobility Data with Large Language Models NIPS 2024
Dataset and Lessons Learned from the 2024 SaTML LLM Capture-the-Flag Competition NIPS 2024
StackEval: Benchmarking LLMs in Coding Assistance NIPS 2024
Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs NIPS 2024
Dual-Personalizing Adapter for Federated Foundation Models NIPS 2024
LLM Circuit Analyses Are Consistent Across Training and Scale NIPS 2024
Self-Healing Machine Learning: A Framework for Autonomous Adaptation in Real-World Environments NIPS 2024
Easy2Hard-Bench: Standardized Difficulty Labels for Profiling LLM Performance and Generalization NIPS 2024
Multi-Object Hallucination in Vision Language Models NIPS 2024
Can Language Models Learn to Skip Steps? NIPS 2024
FlowLLM: Flow Matching for Material Generation with Large Language Models as Base Distributions NIPS 2024
A Careful Examination of Large Language Model Performance on Grade School Arithmetic NIPS 2024
HLM-Cite: Hybrid Language Model Workflow for Text-based Scientific Citation Prediction NIPS 2024
Decoding-Time Language Model Alignment with Multiple Objectives NIPS 2024
PRoLoRA: Partial Rotation Empowers More Parameter-Efficient LoRA ACL 2024
NPHardEval: Dynamic Benchmark on Reasoning Ability of Large Language Models via Complexity Classes ACL 2024
Can Watermarks Survive Translation? On the Cross-lingual Consistency of Text Watermark for Large Language Models ACL 2024