conftrace_

natural language understanding

846 papers

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Also known as

NLU NLUS

Co-occurring keywords

large language model (13587) question answering (2963) text classification (6793) dialogue system (1667) language model (4599) semantic analysis (785) intent classification (372) transfer learning (5449) semantic parsing (960) benchmark evaluation (1556)

Papers

Evaluating the Effectiveness of Large Language Models in Establishing Conversational Grounding EMNLP 2024
LaMPilot: An Open Benchmark Dataset for Autonomous Driving with Language Model Programs CVPR 2024
Enhancing Consumer Health Question Reformulation: Chain-of-Thought Prompting Integrating Focus, Type, and User Knowledge Level COLING 2024
Reimagining Intent Prediction: Insights from Graph-Based Dialogue Modeling and Sentence Encoders COLING 2024
Metacognitive Prompting Improves Understanding in Large Language Models NAACL 2024
Revisiting Data Reconstruction Attacks on Real-world Dataset for Federated Natural Language Understanding COLING 2024
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions COLING 2024
Paraphrasing in Affirmative Terms Improves Negation Understanding ACL 2024
Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024
Prompting Large Language Models for Counterfactual Generation: An Empirical Study COLING 2024
Towards Equitable Natural Language Understanding Systems for Dialectal Cohorts: Debiasing Training Data COLING 2024
Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024
Fine-Tuning Open Access LLMs for High-Precision NLU in Goal-Driven Dialog Systems COLING 2024
Don’t Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With Attention EMNLP 2024
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024
The Defeat of the Winograd Schema Challenge (Abstract Reprint) AAAI 2024
When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach CVPR 2024
MAVEN-ARG: Completing the Puzzle of All-in-One Event Understanding Dataset with Event Argument Annotation ACL 2024
FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024
MELoRA: Mini-Ensemble Low-Rank Adapters for Parameter-Efficient Fine-Tuning ACL 2024
M4LE: A Multi-Ability Multi-Range Multi-Task Multi-Domain Long-Context Evaluation Benchmark for Large Language Models ACL 2024
SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning SEMEVAL 2024
Understanding Fine-grained Distortions in Reports of Scientific Findings ACL 2024
EVIT: Event-Oriented Instruction Tuning for Event Reasoning ACL 2024
To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning EMNLP 2024