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Domain Adaptation

8656 directly classified papers

Papers per year

Papers

ACE-M3: Automatic Capability Evaluator for Multimodal Medical Models COLING 2025
AraDiCE: Benchmarks for Dialectal and Cultural Capabilities in LLMs COLING 2025
ELAINE-medLLM: Lightweight English Japanese Chinese Trilingual Large Language Model for Bio-medical Domain COLING 2025
TMATH A Dataset for Evaluating Large Language Models in Generating Educational Hints for Math Word Problems COLING 2025
UoB-NLP at SemEval-2025 Task 11: Leveraging Adapters for Multilingual and Cross-Lingual Emotion Detection SEMEVAL 2025
NCLTeam at SemEval-2025 Task 10: Enhancing Multilingual, multi-class, and Multi-Label Document Classification via Contrastive Learning Augmented Cascaded UNet and Embedding based Approaches SEMEVAL 2025
JUDGEBERT: Assessing Legal Meaning Preservation Between Sentences EMNLP 2025
Enhancing Rumor Detection Methods with Propagation Structure Infused Language Model COLING 2025
Stop Playing the Guessing Game! Evaluating Conversational Recommender Systems via Target-free User Simulation EMNLP 2025
Rationale-Guided Distillation for E-Commerce Relevance Classification: Bridging Large Language Models and Lightweight Cross-Encoders COLING 2025
Structured Document Translation via Format Reinforcement Learning IJCNLP 2025
Adaptive and Robust Translation from Natural Language to Multi-model Query Languages ACL 2025
Language Models Lack Temporal Generalization and Bigger is Not Better ACL 2025
Identifying Open Challenges in Language Identification ACL 2025
Towards Fully Exploiting LLM Internal States to Enhance Knowledge Boundary Perception ACL 2025
Data-Constrained Synthesis of Training Data for De-Identification ACL 2025
LLM-Empowered Class Imbalanced Graph Prompt Learning for Online Drug Trafficking Detection ACL 2025
The Devil Is in the Word Alignment Details: On Translation-Based Cross-Lingual Transfer for Token Classification Tasks ACL 2025
Explaining Holistic Essay Scores in Comparative Judgment Assessments by Predicting Scores on Rubrics ACL 2025
Automated Scoring of Communication Skills in Physician-Patient Interaction: Balancing Performance and Scalability ACL 2025
QoLAS: A Reddit Corpus of Health-Related Quality of Life Aspects of Mental Disorders ACL 2025
UIC at ArchEHR-QA 2025: Tri-Step Pipeline for Reliable Grounded Medical Question Answering ACL 2025
Bridging the Gap with RedSQL: A Russian Text-to-SQL Benchmark for Domain-Specific Applications ACL 2025
When the Dictionary Strikes Back: A Case Study on Slovak Migration Location Term Extraction and NER via Rule-Based vs. LLM Methods ACL 2025
LawToken: a single token worth more than its constituents ACL 2025