conftrace_
← Application Areas
Machine Learning › Application Areas ›

Domain Adaptation

8,656 papers

Papers per year

Papers

LLM-based Business Process Models Generation from Textual Descriptions AACL 2025
TathyaNyaya and FactLegalLlama: Advancing Factual Judgment Prediction and Explanation in the Indian Legal Context AACL 2025
LLM in the Loop: Creating the ParaDeHate Dataset for Hate Speech Detoxification AACL 2025
Signs of Struggle: Spotting Cognitive Distortions across Language and Register AACL 2025
FB-RAG: Improving RAG with Forward and Backward Lookup AACL 2025
Emotion-Aware Dysarthric Speech Reconstruction: LLMs and Multimodal Evaluation with MCDS AACL 2025
CAPO: Confidence Aware Preference Optimization Learning for Multilingual Preferences AACL 2025
Improving Proficiency and Grammar Accuracy for Chinese Language Learners with Large Language Models AACL 2025
Shared Heritage, Distinct Writing: Rethinking Resource Selection for East Asian Historical Documents AACL 2025
Mark My Words: A Robust Multilingual Model for Punctuation in Text and Speech Transcripts AACL 2025
Mixed Signals: Understanding Model Disagreement in Multimodal Empathy Detection AACL 2025
CMBan: Cartoon-Driven Meme Contextual Classification Dataset for Bangla AACL 2025
Regional-TinyStories: A Small Language Model Framework for Evaluating Language Learning, Tokenizers, and Datasets AACL 2025
Cross-Prompt Encoder for Low-Performing Languages AACL 2025
A Hybrid Transformer–Sequential Model for Depression Detection in Bangla–English Code-Mixed Text AACL 2025
Advancing Subjectivity Detection in Bengali News Articles Using Transformer Models with POS-Aware Features AACL 2025
bnContextQA: Benchmarking Long-Context Question Answering and Challenges in Bangla AACL 2025
CoU-CU-DSG at BLP-2025 Task 1: Leveraging Weighted Probabilistic Fusion of Language Models for Bangla Hate Speech Detection AACL 2025
PerceptionLab at BLP-2025 Task 1: Domain-Adapted BERT for Bangla Hate Speech Detection: Contrasting Single-Shot and Hierarchical Multiclass Classification AACL 2025
Ecstasy at BLP-2025 Task 1: TF-IDF Informed Prompt Engineering with LoRA Fine-tuning for Bangla Hate Speech Detection AACL 2025
Barrier Breakers at BLP-2025 Task 2: Enhancing LLM Code Generation Capabilities through Test-Driven Development and Code Interpreter AACL 2025
Musafir at BLP_2025 Task 2: Generating Python Code from Bangla Prompts using a Multi Model Cascade and Unit Test Validation AACL 2025
Retriv at BLP-2025 Task 2: Test-Driven Feedback-Guided Framework for Bangla-to-Python Code Generation AACL 2025
PyBhasha at BLP-2025 Task 2: Effectiveness of Semantic-Aware Translation and Ensembling in Bangla Code Generation AACL 2025
TeamB2B at BLP-2025 Task 2: BanglaForge: LLM Collaboration with Self-Refinement for Bangla Code Generation AACL 2025