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Domain Adaptation

8,656 papers

Papers per year

Papers

GroundingGPT: Language Enhanced Multi-modal Grounding Model ACL 2024
WebVoyager: Building an End-to-End Web Agent with Large Multimodal Models ACL 2024
MemeGuard: An LLM and VLM-based Framework for Advancing Content Moderation via Meme Intervention ACL 2024
BvSP: Broad-view Soft Prompting for Few-Shot Aspect Sentiment Quad Prediction ACL 2024
NaijaHate: Evaluating Hate Speech Detection on Nigerian Twitter Using Representative Data ACL 2024
Domain Adaptation for Subjective Induction Questions Answering on Products by Adversarial Disentangled Learning ACL 2024
To Generate or to Retrieve? On the Effectiveness of Artificial Contexts for Medical Open-Domain Question Answering ACL 2024
CARE: A Clue-guided Assistant for CSRs to Read User Manuals ACL 2024
Fundamental Capabilities of Large Language Models and their Applications in Domain Scenarios: A Survey ACL 2024
IL-TUR: Benchmark for Indian Legal Text Understanding and Reasoning ACL 2024
UltraLink: An Open-Source Knowledge-Enhanced Multilingual Supervised Fine-tuning Dataset ACL 2024
Beyond Traditional Benchmarks: Analyzing Behaviors of Open LLMs on Data-to-Text Generation ACL 2024
Search-Adaptor: Embedding Customization for Information Retrieval ACL 2024
EUROPA: A Legal Multilingual Keyphrase Generation Dataset ACL 2024
FinanceMATH: Knowledge-Intensive Math Reasoning in Finance Domains ACL 2024
Generalizability of Mixture of Domain-Specific Adapters from the Lens of Signed Weight Directions and its Application to Effective Model Pruning ACL 2024
Word Matters: What Influences Domain Adaptation in Summarization? ACL 2024
Must NLP be Extractive? ACL 2024
Calibrating Large Language Models Using Their Generations Only ACL 2024
On the Role of Long-tail Knowledge in Retrieval Augmented Large Language Models ACL 2024
GenGO: ACL Paper Explorer with Semantic Features ACL 2024
An LLM-based Knowledge Synthesis and Scientific Reasoning Framework for Biomedical Discovery ACL 2024
Bridging Distribution Gap via Semantic Rewriting with LLMs to Enhance OOD Robustness ACL 2024
ASPIRE: Language-Guided Data Augmentation for Improving Robustness Against Spurious Correlations ACL 2024
Towards Verifiable Generation: A Benchmark for Knowledge-aware Language Model Attribution ACL 2024