Unveiling Performance Challenges of Large Language Models in Low-Resource Healthcare: A Demographic Fairness Perspective
Comments Accepted to the main conference of COLING 2025
期刊&会议
COLING
International Conference on Computational Linguistics · 会议 · Natural Language Processing
Towards Data Contamination Detection for Modern Large Language Models: Limitations, Inconsistencies, and Oracle Challenges
Comments Accepted to COLING 2025 12 pages, 1 figure
Rethinking Kullback-Leibler Divergence in Knowledge Distillation for Large Language Models
Comments COLING 2025
Edge-free but Structure-aware: Prototype-Guided Knowledge Distillation from GNNs to MLPs
Comments COLING 2025
Can Large Language Models Serve as Effective Classifiers for Hierarchical Multi-Label Classification of Scientific Documents at Industrial Scale?
Comments This paper has been accepted at COLING 2025 (Industry Track)
Building a Family of Data Augmentation Models for Low-cost LLM Fine-tuning on the Cloud
Comments coling 2025 industry track
Enhancing Zero-shot Chain of Thought Prompting via Uncertainty-Guided Strategy Selection
Comments Accepted in COLING 2025
Towards Boosting LLMs-driven Relevance Modeling with Progressive Retrieved Behavior-augmented Prompting
Comments Accepted By COLING 2025
LLMs May Perform MCQA by Selecting the Least Incorrect Option
Comments COLING 2025
Pragmatic Metacognitive Prompting Improves LLM Performance on Sarcasm Detection
Comments Accepted at COLING 2024, CHum Workshop
Representation Purification for End-to-End Speech Translation
Comments Accepted by COLING 2025
Improving Tool Retrieval by Leveraging Large Language Models for Query Generation
Journal ref COLING 2025
LuxEmbedder: A Cross-Lingual Approach to Enhanced Luxembourgish Sentence Embeddings
Comments Accepted at COLING 2025
Context-Informed Machine Translation of Manga using Multimodal Large Language Models
Comments COLING 2025
PreAct: Prediction Enhances Agent's Planning Ability
Comments Coling 2025
ToolEyes: Fine-Grained Evaluation for Tool Learning Capabilities of Large Language Models in Real-world Scenarios
Comments Accepted by COLING 2025 conference
DiffStyleTTS: Diffusion-based Hierarchical Prosody Modeling for Text-to-Speech with Diverse and Controllable Styles
Comments COLING 2025
A Combinatorial Approach to Neural Emergent Communication
Comments Accepted to COLING 2025
Gracefully Filtering Backdoor Samples for Generative Large Language Models without Retraining
Comments Accepted at COLING 2025
BANER: Boundary-Aware LLMs for Few-Shot Named Entity Recognition
Comments Appear on COLING 2025
Can We Afford The Perfect Prompt? Balancing Cost and Accuracy with the Economical Prompting Index
Comments 5 pages (excluding references), accepted to Coling 2025
GraphOTTER: Evolving LLM-based Graph Reasoning for Complex Table Question Answering
Comments COLING 2025, code is available at https://github.com/JDing0521/GraphOTTER
QABISAR: Query-Article Bipartite Interactions for Statutory Article Retrieval
Comments Accepted to COLING 2025
SeQwen at the Financial Misinformation Detection Challenge Task: Sequential Learning for Claim Verification and Explanation Generation in Financial Domains
Comments 6 pages, 9 figures, Submitted to FinNLP-FNP-LLMFinLegal @ COLING 2025
Evaluating the Consistency of LLM Evaluators
Comments Accepted to COLING 2025
LoRA Soups: Merging LoRAs for Practical Skill Composition Tasks
Comments COLING 2025 Industry track; 9 pages plus references and appendices
Cross-Refine: Improving Natural Language Explanation Generation by Learning in Tandem
Comments Accepted at COLING 2025; long paper
Retrieval Augmented Instruction Tuning for Open NER with Large Language Models
Comments To be appeared at COLING 2025
A Review of Prominent Paradigms for LLM-Based Agents: Tool Use (Including RAG), Planning, and Feedback Learning
Comments CoLing 2025 Camera Ready (extended to 9 pages)
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding
Comments COLING 2025
