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Foundation Models

4,845 papers

Papers per year

Papers

PECC: Problem Extraction and Coding Challenges COLING 2024
QDMR-based Planning-and-Solving Prompting for Complex Reasoning Tasks COLING 2024
Qsnail: A Questionnaire Dataset for Sequential Question Generation COLING 2024
Recent Trends in Personalized Dialogue Generation: A Review of Datasets, Methodologies, and Evaluations COLING 2024
Related Work Is All You Need COLING 2024
Release of Pre-Trained Models for the Japanese Language COLING 2024
Revisiting the Self-Consistency Challenges in Multi-Choice Question Formats for Large Language Model Evaluation COLING 2024
S3Prompt: Instructing the Model with Self-calibration, Self-recall and Self-aggregation to Improve In-context Learning COLING 2024
SciMRC: Multi-perspective Scientific Machine Reading Comprehension COLING 2024
Self-Improvement Programming for Temporal Knowledge Graph Question Answering COLING 2024
Task-agnostic Distillation of Encoder-Decoder Language Models COLING 2024
The Onomastic Repertoire of the Roman d’Alexandre (ORNARE). Designing an Integrated Digital Onomastic Tool for Medieval French Romance COLING 2024
ToolRerank: Adaptive and Hierarchy-Aware Reranking for Tool Retrieval COLING 2024
Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024
UniPCM: Universal Pre-trained Conversation Model with Task-aware Automatic Prompt COLING 2024
Unlocking Instructive In-Context Learning with Tabular Prompting for Relational Triple Extraction COLING 2024
Who Said What: Formalization and Benchmarks for the Task of Quote Attribution COLING 2024
WorldValuesBench: A Large-Scale Benchmark Dataset for Multi-Cultural Value Awareness of Language Models COLING 2024
From Multimodal LLM to Human-level AI: Modality, Instruction, Reasoning, Efficiency and beyond COLING 2024
Tutorial Proposal: Hallucination in Large Language Models COLING 2024
Duration Dynamics: Fin-Turbo’s Rapid Route to ESG Impact Insight COLING 2024
DICE @ ML-ESG-3: ESG Impact Level and Duration Inference Using LLMs for Augmentation and Contrastive Learning COLING 2024
Adapting LLM to Multi-lingual ESG Impact and Length Prediction Using In-context Learning and Fine-Tuning with Rationale COLING 2024
ESG-GPT:GPT4-Based Few-Shot Prompt Learning for Multi-lingual ESG News Text Classification COLING 2024
Advancing CSR Theme and Topic Classification: LLMs and Training Enhancement Insights COLING 2024