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Large Language Models

2678 directly classified papers

Papers per year

Papers

Progressive Distillation Based on Masked Generation Feature Method for Knowledge Graph Completion AAAI 2024
UniGen: A Unified Generative Framework for Retrieval and Question Answering with Large Language Models AAAI 2024
Learning to Rank in Generative Retrieval AAAI 2024
Fine-Tuning Large Language Model Based Explainable Recommendation with Explainable Quality Reward AAAI 2024
Worst-Case VCG Redistribution Mechanism Design Based on the Lottery Ticket Hypothesis AAAI 2024
Working Memory Capacity of ChatGPT: An Empirical Study AAAI 2024
Get the Best out of 1B LLMs: Insights from Information Extraction on Clinical Documents ACL 2024
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators ACL 2024
Expedited Training of Visual Conditioned Language Generation via Redundancy Reduction ACL 2024
Confidence Under the Hood: An Investigation into the Confidence-Probability Alignment in Large Language Models ACL 2024
Retrieval-Augmented Multilingual Knowledge Editing ACL 2024
Subtle Biases Need Subtler Measures: Dual Metrics for Evaluating Representative and Affinity Bias in Large Language Models ACL 2024
Mementos: A Comprehensive Benchmark for Multimodal Large Language Model Reasoning over Image Sequences ACL 2024
Every Answer Matters: Evaluating Commonsense with Probabilistic Measures ACL 2024
UniCoder: Scaling Code Large Language Model via Universal Code ACL 2024
AIR-Bench: Benchmarking Large Audio-Language Models via Generative Comprehension ACL 2024
ItD: Large Language Models Can Teach Themselves Induction through Deduction ACL 2024
On Context Utilization in Summarization with Large Language Models ACL 2024
INTERS: Unlocking the Power of Large Language Models in Search with Instruction Tuning ACL 2024
Improving Event Definition Following For Zero-Shot Event Detection ACL 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024
Can LLMs Learn from Previous Mistakes? Investigating LLMs’ Errors to Boost for Reasoning ACL 2024
Detoxifying Large Language Models via Knowledge Editing ACL 2024
LongBench: A Bilingual, Multitask Benchmark for Long Context Understanding ACL 2024
SAC-KG: Exploiting Large Language Models as Skilled Automatic Constructors for Domain Knowledge Graph ACL 2024