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

ABEX: Data Augmentation for Low-Resource NLU via Expanding Abstract Descriptions ACL 2024
FairFlow: Mitigating Dataset Biases through Undecided Learning for Natural Language Understanding EMNLP 2024
Enhancing Reinforcement Learning with Label-Sensitive Reward for Natural Language Understanding ACL 2024
Occam’s Razor and Bender and Koller’s Octopus ACL 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 2024
BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials AAAI 2024
RoCoIns: Enhancing Robustness of Large Language Models through Code-Style Instructions COLING 2024
EXPLORER: Exploration-guided Reasoning for Textual Reinforcement Learning EACL 2024
Learning from Others: Similarity-based Regularization for Mitigating Dataset Bias. ACL 2024
To the Globe (TTG): Towards Language-Driven Guaranteed Travel Planning EMNLP 2024
WSC+: Enhancing The Winograd Schema Challenge Using Tree-of-Experts EACL 2024
Leveraging fine-tuned Large Language Models with LoRA for Effective Claim, Claimer, and Claim Object Detection EACL 2024
Dynamic Task-Oriented Dialogue: A Comparative Study of Llama-2 and Bert in Slot Value Generation EACL 2024
Prompting Large Language Models for Counterfactual Generation: An Empirical Study COLING 2024
DialogStudio: Towards Richest and Most Diverse Unified Dataset Collection for Conversational AI EACL 2024
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024
Prior Knowledge-Guided Adversarial Training ACL 2024
Don’t Shoot The Breeze: Topic Continuity Model Using Nonlinear Naive Bayes With Attention EMNLP 2024
Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024
SU-FMI at SemEval-2024 Task 5: From BERT Fine-Tuning to LLM Prompt Engineering - Approaches in Legal Argument Reasoning NAACL 2024
Representation Degeneration Problem in Prompt-based Models for Natural Language Understanding COLING 2024
Pragmatic Norms Are All You Need – Why The Symbol Grounding Problem Does Not Apply to LLMs EMNLP 2024
When Visual Grounding Meets Gigapixel-level Large-scale Scenes: Benchmark and Approach CVPR 2024
A Goal-Directed Dialogue System for Assistance in Safety-Critical Application IJCAI 2024
Multimodal Contextual Dialogue Breakdown Detection for Conversational AI Models NAACL 2024