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Large Language Models

9067 directly classified papers

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Papers

Logic Distillation: Learning from Code Function by Function for Decision-making Tasks IJCAI 2025
Atlas-Chat: Adapting Large Language Models for Low-Resource Moroccan Arabic Dialect COLING 2025
Language verY Rare for All COLING 2025
Adapting Multilingual LLMs to Low-Resource Languages using Continued Pre-training and Synthetic Corpus: A Case Study for Hindi LLMs COLING 2025
Dynamic and Adaptive Feature Generation with LLM IJCAI 2025
Team IndiDataMiner at IndoNLP 2025: Hindi Back Transliteration - Roman to Devanagari using LLaMa COLING 2025
L3i++ at GenAI Detection Task 1: Can Label-Supervised LLaMA Detect Machine-Generated Text? COLING 2025
Theoretical Insights into Fine-Tuning Attention Mechanism: Generalization and Optimization IJCAI 2025
Learn Together: Joint Multitask Finetuning of Pretrained KG-enhanced LLM for Downstream Tasks COLING 2025
Crossing Language Boundaries: Evaluation of Large Language Models on Urdu-English Question Answering COLING 2025
Improving LLM Abilities in Idiomatic Translation COLING 2025
Audit-FT at the Regulations Challenge Task: An Open-Source Large Language Model for Audit COLING 2025
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern IJCAI 2025
FinMind-Y-Me at the Regulations Challenge Task: Financial Mind Your Meaning based on THaLLE COLING 2025
Deloitte (Drocks) at the Financial Misinformation Detection Challenge Task: Enhancing Misinformation Detection through Instruction-Tuned Models COLING 2025
In-context Learning Demonstration Generation with Text Distillation IJCAI 2025
A Scalable Framework for Legal Text Understanding in Regulatory and Financial Contexts. COLING 2025
FinNLP-FNP-LLMFinLegal-2025 Shared Task: Regulations Challenge COLING 2025
CLRG@FinCausal2025: Cause-Effect Extraction in Finance Domain COLING 2025
RotateKV: Accurate and Robust 2-Bit KV Cache Quantization for LLMs via Outlier-Aware Adaptive Rotations IJCAI 2025
Sarang at FinCausal 2025: Contextual QA for Financial Causality Detection Combining Extractive and Generative Models COLING 2025
Can Large language model analyze financial statements well? COLING 2025
Latte: Transfering LLMs' Latent-level Knowledge for Few-shot Tabular Learning IJCAI 2025
Exploring the Effectiveness of Multilingual and Generative Large Language Models for Question Answering in Financial Texts COLING 2025
GMU-MU at the Financial Misinformation Detection Challenge Task: Exploring LLMs for Financial Claim Verification COLING 2025