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Domain Adaptation

8,656 papers

Papers per year

Papers

Policy Learning for Localized Interventions from Observational Data AISTATS 2024
Semi-supervised Group DRO: Combating Sparsity with Unlabeled Data ALT 2024
Causal Optimal Transport of Abstractions CLEAR 2024
Evaluating and Correcting Performative Effects of Decision Support Systems via Causal Domain Shift CLEAR 2024
Causal discovery in a complex industrial system: A time series benchmark CLEAR 2024
AcnEmpathize: A Dataset for Understanding Empathy in Dermatology Conversations COLING 2024
Adding SPICE to Life: Speaker Profiling in Multiparty Conversations COLING 2024
Annotate the Way You Think: An Incremental Note Generation Framework for the Summarization of Medical Conversations COLING 2024
A Reinforcement Learning Approach to Improve Low-Resource Machine Translation Leveraging Domain Monolingual Data COLING 2024
Auxiliary Knowledge-Induced Learning for Automatic Multi-Label Medical Document Classification COLING 2024
BalsuTalka.lv - Boosting the Common Voice Corpus for Low-Resource Languages COLING 2024
Classifying Social Media Users before and after Depression Diagnosis via Their Language Usage: A Dataset and Study COLING 2024
CLFFRD: Curriculum Learning and Fine-grained Fusion for Multimodal Rumor Detection COLING 2024
CM-Off-Meme: Code-Mixed Hindi-English Offensive Meme Detection with Multi-Task Learning by Leveraging Contextual Knowledge COLING 2024
Comprehensive Study on German Language Models for Clinical and Biomedical Text Understanding COLING 2024
ConEC: Earnings Call Dataset with Real-world Contexts for Benchmarking Contextual Speech Recognition COLING 2024
DADIT: A Dataset for Demographic Classification of Italian Twitter Users and a Comparison of Prediction Methods COLING 2024
Data Drift in Clinical Outcome Prediction from Admission Notes COLING 2024
DECM: Evaluating Bilingual ASR Performance on a Code-switching/mixing Benchmark COLING 2024
DeFaktS: A German Dataset for Fine-Grained Disinformation Detection through Social Media Framing COLING 2024
Detecting Sexual Content at the Sentence Level in First Millennium Latin Texts COLING 2024
Detection, Diagnosis, and Explanation: A Benchmark for Chinese Medical Hallucination Evaluation COLING 2024
Domain Adaptation for Dense Retrieval and Conversational Dense Retrieval through Self-Supervision by Meticulous Pseudo-Relevance Labeling COLING 2024
Domain-aware and Co-adaptive Feature Transformation for Domain Adaption Few-shot Relation Extraction COLING 2024
Empowering Low-Resource Regional Languages with Lexicons : A Comparative Study of NLP Tools for Morphosyntactic Analysis COLING 2024