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Large Language Models

2678 directly classified papers

Papers per year

Papers

DolphCoder: Echo-Locating Code Large Language Models with Diverse and Multi-Objective Instruction Tuning ACL 2024
SpaRC and SpaRP: Spatial Reasoning Characterization and Path Generation for Understanding Spatial Reasoning Capability of Large Language Models ACL 2024
Systematic Task Exploration with LLMs: A Study in Citation Text Generation ACL 2024
QueryAgent: A Reliable and Efficient Reasoning Framework with Environmental Feedback based Self-Correction ACL 2024
Shifting Attention to Relevance: Towards the Predictive Uncertainty Quantification of Free-Form Large Language Models ACL 2024
Are Emergent Abilities in Large Language Models just In-Context Learning? ACL 2024
WaveCoder: Widespread And Versatile Enhancement For Code Large Language Models By Instruction Tuning ACL 2024
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once? ACL 2024
The Fine-Tuning Paradox: Boosting Translation Quality Without Sacrificing LLM Abilities ACL 2024
Blinded by Generated Contexts: How Language Models Merge Generated and Retrieved Contexts When Knowledge Conflicts? ACL 2024
Unveiling Linguistic Regions in Large Language Models ACL 2024
LLaMA Pro: Progressive LLaMA with Block Expansion ACL 2024
A Glitch in the Matrix? Locating and Detecting Language Model Grounding with Fakepedia ACL 2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models ACL 2024
Lightweight reranking for language model generations ACL 2024
The Unreasonable Effectiveness of Easy Training Data for Hard Tasks ACL 2024
MIDGARD: Self-Consistency Using Minimum Description Length for Structured Commonsense Reasoning ACL 2024
ReConcile: Round-Table Conference Improves Reasoning via Consensus among Diverse LLMs ACL 2024
Mirror: Multiple-perspective Self-Reflection Method for Knowledge-rich Reasoning ACL 2024
Large Language Models Are No Longer Shallow Parsers ACL 2024
Dialogue Summarization with Mixture of Experts based on Large Language Models ACL 2024
EFSA: Towards Event-Level Financial Sentiment Analysis ACL 2024
FreeCtrl: Constructing Control Centers with Feedforward Layers for Learning-Free Controllable Text Generation ACL 2024
Label Augmentation for Zero-Shot Hierarchical Text Classification ACL 2024
BizBench: A Quantitative Reasoning Benchmark for Business and Finance ACL 2024