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Large Language Models

6405 directly classified papers

Papers per year

Papers

Dancing in Chains: Reconciling Instruction Following and Faithfulness in Language Models EMNLP 2024

Where is the signal in tokenization space? EMNLP 2024

Consistent Autoformalization for Constructing Mathematical Libraries EMNLP 2024

When Context Leads but Parametric Memory Follows in Large Language Models EMNLP 2024

Teaching LLMs to Abstain across Languages via Multilingual Feedback EMNLP 2024

Aligners: Decoupling LLMs and Alignment EMNLP 2024

JRDB-Social: A Multifaceted Robotic Dataset for Understanding of Context and Dynamics of Human Interactions Within Social Groups CVPR 2024

Modular Pluralism: Pluralistic Alignment via Multi-LLM Collaboration EMNLP 2024

RoCode: A Dataset for Measuring Code Intelligence from Problem Definitions in Romanian COLING 2024

StyleRemix: Interpretable Authorship Obfuscation via Distillation and Perturbation of Style Elements EMNLP 2024

I Could’ve Asked That: Reformulating Unanswerable Questions EMNLP 2024

STOP! Benchmarking Large Language Models with Sensitivity Testing on Offensive Progressions EMNLP 2024

SOUL: Unlocking the Power of Second-Order Optimization for LLM Unlearning EMNLP 2024

When Reasoning Meets Information Aggregation: A Case Study with Sports Narratives EMNLP 2024

Visual Prompting in LLMs for Enhancing Emotion Recognition EMNLP 2024

Working Memory Capacity of ChatGPT: An Empirical Study AAAI 2024

CoEvol: Constructing Better Responses for Instruction Finetuning through Multi-Agent Cooperation EMNLP 2024

A Peek into Token Bias: Large Language Models Are Not Yet Genuine Reasoners EMNLP 2024

JumpCoder: Go Beyond Autoregressive Coder via Online Modification ACL 2024

Language Models can Exploit Cross-Task In-context Learning for Data-Scarce Novel Tasks ACL 2024

AlignBench: Benchmarking Chinese Alignment of Large Language Models ACL 2024

LLMCrit: Teaching Large Language Models to Use Criteria ACL 2024

Can Large Language Models Follow Concept Annotation Guidelines? A Case Study on Scientific and Financial Domains ACL 2024

Bayesian Calibration of Win Rate Estimation with LLM Evaluators EMNLP 2024

MuMath-Code: Combining Tool-Use Large Language Models with Multi-perspective Data Augmentation for Mathematical Reasoning EMNLP 2024