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Large Language Models

6,405 papers

Papers per year

Papers

∞Bench: Extending Long Context Evaluation Beyond 100K Tokens ACL 2024
Do Llamas Work in English? On the Latent Language of Multilingual Transformers ACL 2024
Steering Llama 2 via Contrastive Activation Addition ACL 2024
SafetyBench: Evaluating the Safety of Large Language Models ACL 2024
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024
RomanSetu: Efficiently unlocking multilingual capabilities of Large Language Models via Romanization ACL 2024
OLMo: Accelerating the Science of Language Models ACL 2024
IndicLLMSuite: A Blueprint for Creating Pre-training and Fine-Tuning Datasets for Indian Languages ACL 2024
Reasoning in Conversation: Solving Subjective Tasks through Dialogue Simulation for Large Language Models ACL 2024
BatchEval: Towards Human-like Text Evaluation ACL 2024
ToMBench: Benchmarking Theory of Mind in Large Language Models ACL 2024
MMToM-QA: Multimodal Theory of Mind Question Answering ACL 2024
Unintended Impacts of LLM Alignment on Global Representation ACL 2024
The Earth is Flat because...: Investigating LLMs’ Belief towards Misinformation via Persuasive Conversation ACL 2024
LooGLE: Can Long-Context Language Models Understand Long Contexts? ACL 2024
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024
DDPrompt: Differential Diversity Prompting in Large Language Models ACL 2024
Sketch-Guided Constrained Decoding for Boosting Blackbox Large Language Models without Logit Access ACL 2024
Learnable Privacy Neurons Localization in Language Models ACL 2024
Soft Self-Consistency Improves Language Models Agents ACL 2024
What Does Parameter-free Probing Really Uncover? ACL 2024
EmbSpatial-Bench: Benchmarking Spatial Understanding for Embodied Tasks with Large Vision-Language Models ACL 2024
DocFinQA: A Long-Context Financial Reasoning Dataset ACL 2024
An Empirical Analysis on Large Language Models in Debate Evaluation ACL 2024
The Probabilities Also Matter: A More Faithful Metric for Faithfulness of Free-Text Explanations in Large Language Models ACL 2024