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Foundation Models

4,860 papers

Papers per year

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123
1821
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Papers

Does ChatGPT Know That It Does Not Know? Evaluating the Black-Box Calibration of ChatGPT COLING 2024
DOSA: A Dataset of Social Artifacts from Different Indian Geographical Subcultures COLING 2024
Dynamic Knowledge Prompt for Chest X-ray Report Generation COLING 2024
Enhancing Parameter-efficient Fine-tuning with Simple Calibration Based on Stable Rank COLING 2024
Enhancing Text-to-SQL Capabilities of Large Language Models through Tailored Promptings COLING 2024
Enhancing Zero-Shot Chain-of-Thought Reasoning in Large Language Models through Logic COLING 2024
EpiGEN: An Efficient Multi-Api Code GENeration Framework under Enterprise Scenario COLING 2024
European Language Grid: One Year after COLING 2024
EvoGrad: A Dynamic Take on the Winograd Schema Challenge with Human Adversaries COLING 2024
Executing Natural Language-Described Algorithms with Large Language Models: An Investigation COLING 2024
Federated Foundation Models: Privacy-Preserving and Collaborative Learning for Large Models COLING 2024
GPT-3.5 for Grammatical Error Correction COLING 2024
GPTEval: A Survey on Assessments of ChatGPT and GPT-4 COLING 2024
GPT-HateCheck: Can LLMs Write Better Functional Tests for Hate Speech Detection? COLING 2024
Harnessing the Power of Large Language Model for Uncertainty Aware Graph Processing COLING 2024
HumanEval-XL: A Multilingual Code Generation Benchmark for Cross-lingual Natural Language Generalization COLING 2024
Improving Language Model Reasoning with Self-motivated Learning COLING 2024
Improving the Robustness of Large Language Models via Consistency Alignment COLING 2024
IndicFinNLP: Financial Natural Language Processing for Indian Languages COLING 2024
Is Crowdsourcing Breaking Your Bank? Cost-Effective Fine-Tuning of Pre-trained Language Models with Proximal Policy Optimization COLING 2024
Jargon: A Suite of Language Models and Evaluation Tasks for French Specialized Domains COLING 2024
KEHRL: Learning Knowledge-Enhanced Language Representations with Hierarchical Reinforcement Learning COLING 2024
KIT-19: A Comprehensive Korean Instruction Toolkit on 19 Tasks for Fine-Tuning Korean Large Language Models COLING 2024
Knowledge-aware Attention Network for Medication Effectiveness Prediction COLING 2024
Large Language Models for Generative Recommendation: A Survey and Visionary Discussions COLING 2024