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Domain Adaptation

8,962 papers

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Papers

Temporal Domain Adaptation for Historical Irish EACL 2023
Predict the Future from the Past? On the Temporal Data Distribution Shift in Financial Sentiment Classifications EMNLP 2023
Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models EMNLP 2023
WSDMS: Debunk Fake News via Weakly Supervised Detection of Misinforming Sentences with Contextualized Social Wisdom EMNLP 2023
Robust Prompt Optimization for Large Language Models Against Distribution Shifts EMNLP 2023
Counter Turing Test (CT2): AI-Generated Text Detection is Not as Easy as You May Think - Introducing AI Detectability Index (ADI) EMNLP 2023
Bridging the Gap between Synthetic and Authentic Images for Multimodal Machine Translation EMNLP 2023
DeSIQ: Towards an Unbiased, Challenging Benchmark for Social Intelligence Understanding EMNLP 2023
AdaSent: Efficient Domain-Adapted Sentence Embeddings for Few-Shot Classification EMNLP 2023
CS2W: A Chinese Spoken-to-Written Style Conversion Dataset with Multiple Conversion Types EMNLP 2023
Text Fact Transfer EMNLP 2023
MILDSum: A Novel Benchmark Dataset for Multilingual Summarization of Indian Legal Case Judgments EMNLP 2023
RainProof: An Umbrella to Shield Text Generator from Out-Of-Distribution Data EMNLP 2023
End-to-end Task-oriented Dialogue: A Survey of Tasks, Methods, and Future Directions EMNLP 2023
Enabling Large Language Models to Generate Text with Citations EMNLP 2023
Cognate Transformer for Automated Phonological Reconstruction and Cognate Reflex Prediction EMNLP 2023
RoBoCoP: A Comprehensive ROmance BOrrowing COgnate Package and Benchmark for Multilingual Cognate Identification EMNLP 2023
Retrieval-Generation Alignment for End-to-End Task-Oriented Dialogue System EMNLP 2023
DIVE: Towards Descriptive and Diverse Visual Commonsense Generation EMNLP 2023
HutCRS: Hierarchical User-Interest Tracking for Conversational Recommender System EMNLP 2023
Balance Act: Mitigating Hubness in Cross-Modal Retrieval with Query and Gallery Banks EMNLP 2023
ALDi: Quantifying the Arabic Level of Dialectness of Text EMNLP 2023
PRESTO: A Multilingual Dataset for Parsing Realistic Task-Oriented Dialogs EMNLP 2023
Revisiting the Knowledge Injection Frameworks EMNLP 2023
Polyglot or Not? Measuring Multilingual Encyclopedic Knowledge in Foundation Models EMNLP 2023