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

The Defeat of the Winograd Schema Challenge (Abstract Reprint) AAAI 2024
Can Large Language Models Understand Real-World Complex Instructions? AAAI 2024
ViMedAQA: A Vietnamese Medical Abstractive Question-Answering Dataset and Findings of Large Language Model ACL 2024
ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference AAAI 2024
Toward the Evaluation of Large Language Models Considering Score Variance across Instruction Templates EMNLP 2024
Cross-Lingual NLU: Mitigating Language-Specific Impact in Embeddings Leveraging Adversarial Learning COLING 2024
IAEval: A Comprehensive Evaluation of Instance Attribution on Natural Language Understanding EMNLP 2023
Grounded and well-rounded: a methodological approach to the study of cross-modal and cross-lingual grounding EMNLP 2023
“You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023
Debias NLU Datasets via Training-free Perturbations EMNLP 2023
PCMID: Multi-Intent Detection through Supervised Prototypical Contrastive Learning EMNLP 2023
ScriptWorld: Text Based Environment for Learning Procedural Knowledge IJCAI 2023
tagE: Enabling an Embodied Agent to Understand Human Instructions EMNLP 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023
Back Transcription as a Method for Evaluating Robustness of Natural Language Understanding Models to Speech Recognition Errors EMNLP 2023
LEXTREME: A Multi-Lingual and Multi-Task Benchmark for the Legal Domain EMNLP 2023
An Active Learning Pipeline for NLU Error Detection in Conversational Agents ACL 2023
Conic10K: A Challenging Math Problem Understanding and Reasoning Dataset EMNLP 2023
A Computational Interface to Translate Strategic Intent from Unstructured Language in a Low-Data Setting EMNLP 2023
DMLM: Descriptive Masked Language Modeling ACL 2023
Investigating the Saliency of Sentiment Expressions in Aspect-Based Sentiment Analysis ACL 2023
ArchBERT: Bi-Modal Understanding of Neural Architectures and Natural Languages EMNLP 2023
Improving Bias Mitigation through Bias Experts in Natural Language Understanding EMNLP 2023
Ambiguity Meets Uncertainty: Investigating Uncertainty Estimation for Word Sense Disambiguation ACL 2023
Sentence Embedder Guided Utterance Encoder (SEGUE) for Spoken Language Understanding INTERSPEECH 2023