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Large Language Models

6,405 papers

Papers per year

Papers

Question-Analysis Prompting Improves LLM Performance in Reasoning Tasks ACL 2024
In-Context Symbolic Regression: Leveraging Large Language Models for Function Discovery ACL 2024
Seed-Free Synthetic Data Generation Framework for Instruction-Tuning LLMs: A Case Study in Thai ACL 2024
Can LLMs substitute SQL? Comparing Resource Utilization of Querying LLMs versus Traditional Relational Databases ACL 2024
InstructCoder: Instruction Tuning Large Language Models for Code Editing ACL 2024
Graph Chain-of-Thought: Augmenting Large Language Models by Reasoning on Graphs ACL 2024
Text2DB: Integration-Aware Information Extraction with Large Language Model Agents ACL 2024
Small Models are Valuable Plug-ins for Large Language Models ACL 2024
Prompt Engineering a Prompt Engineer ACL 2024
Tables as Texts or Images: Evaluating the Table Reasoning Ability of LLMs and MLLMs ACL 2024
Benchmarking Cognitive Biases in Large Language Models as Evaluators ACL 2024
Resonance RoPE: Improving Context Length Generalization of Large Language Models ACL 2024
DPDLLM: A Black-box Framework for Detecting Pre-training Data from Large Language Models ACL 2024
PACIT: Unlocking the Power of Examples for Better In-Context Instruction Tuning ACL 2024
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models ACL 2024
Large Language Models can Share Images, Too! ACL 2024
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering ACL 2024
MARIO: MAth Reasoning with code Interpreter Output - A Reproducible Pipeline ACL 2024
Exploring Mathematical Extrapolation of Large Language Models with Synthetic Data ACL 2024
EconNLI: Evaluating Large Language Models on Economics Reasoning ACL 2024
Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models ACL 2024
SIBO: A Simple Booster for Parameter-Efficient Fine-Tuning ACL 2024
GeoEval: Benchmark for Evaluating LLMs and Multi-Modal Models on Geometry Problem-Solving ACL 2024
Uncovering Limitations of Large Language Models in Information Seeking from Tables ACL 2024
DAFNet: Dynamic Auxiliary Fusion for Sequential Model Editing in Large Language Models ACL 2024