conftrace_

Application Areas

31,658 papers (3 classified directly here)

Subtopics

Domain Adaptation (8,962) Efficient Computing (6,898) Data Augmentation (3,720) Fairness (3,511) Knowledge Distillation (3,086) Privacy (2,847) Domain Generalization (1,834) Model Compression (1,718) Risk Management (1,064) Model Merging (558) Recommender Systems (315) Information Retrieval (244) Text Classification (139) Text Processing (5)

Papers per year

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Papers (including subtopics)

CorpusArièja: Building an Annotated Corpus with Variation in Occitan COLING 2024
Improving Language Coverage on HeLI-OTS COLING 2024
Language Models on a Diet: Cost-Efficient Development of Encoders for Closely-Related Languages via Additional Pretraining COLING 2024
Managing Fine-grained Metadata for Text Bases in Extremely Low Resource Languages: The Cases of Two Regional Languages of France COLING 2024
Mixat: A Data Set of Bilingual Emirati-English Speech COLING 2024
Nepal Script Text Recognition Using CRNN CTC Architecture COLING 2024
Quantifying the Ethical Dilemma of Using Culturally Toxic Training Data in AI Tools for Indigenous Languages COLING 2024
Residual Dropout: A Simple Approach to Improve Transformer’s Data Efficiency COLING 2024
Resource Acquisition for Understudied Languages: Extracting Wordlists from Dictionaries for Computer-assisted Language Comparison COLING 2024
Solving Failure Modes in the Creation of Trustworthy Language Technologies COLING 2024
TELP – Text Extraction with Linguistic Patterns COLING 2024
Why the Unexpected? Dissecting the Political and Economic Bias in Persian Small and Large Language Models COLING 2024
Work in Progress: Text-to-speech on Edge Devices for Te Reo Māori and ‘Ōlelo Hawaiʻi COLING 2024
Surveying the Technology Support of Languages COLING 2024
A Language Model Trained on Uruguayan Spanish News Text COLING 2024
The Constant in HATE: Toxicity in Reddit across Topics and Languages COLING 2024
A Federated Learning Approach to Privacy Preserving Offensive Language Identification COLING 2024
LLM-Based Synthetic Datasets: Applications and Limitations in Toxicity Detection COLING 2024
Studying Reactions to Stereotypes in Teenagers: an Annotated Italian Dataset COLING 2024
DoDo Learning: Domain-Demographic Transfer in Language Models for Detecting Abuse Targeted at Public Figures COLING 2024
Empowering Users and Mitigating Harm: Leveraging Nudging Principles to Enhance Social Media Safety COLING 2024
Fine-Tuning and Retrieval Augmented Generation for Question Answering Using Affordable Large Language Models COLING 2024
Entity Embellishment Mitigation in LLMs Output with Noisy Synthetic Dataset for Alignment COLING 2024
Language-Specific Pruning for Efficient Reduction of Large Language Models COLING 2024
Multilingual Bias Detection and Mitigation for Indian Languages COLING 2024