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

Can LLMs Generate and Solve Linguistic Olympiad Puzzles? EMNLP 2025
To Chat or Task: a Multi-turn Dialogue Generation Framework for Task-Oriented Dialogue Systems ACL 2025
TurnBack: A Geospatial Route Cognition Benchmark for Large Language Models through Reverse Route EMNLP 2025
Un-considering Contextual Information: Assessing LLMs’ Understanding of Indexical Elements ACL 2025
Improving Natural Language Understanding for LLMs via Large-Scale Instruction Synthesis AAAI 2025
Empathy Prediction from Diverse Perspectives ACL 2025
Task-Oriented Dialog Systems for the Senegalese Wolof Language COLING 2025
MIDAS: Multi-level Intent, Domain, And Slot Knowledge Distillation for Multi-turn NLU NAACL 2025
FaBERT: Pre-training BERT on Persian Blogs NAACL 2025
Enhancing NLU in Large Language Models Using Adversarial Noisy Instruction Tuning AAAI 2025
3D-RPE: Enhancing Long-Context Modeling Through 3D Rotary Position Encoding AAAI 2025
TransBench: Breaking Barriers for Transferable Graphical User Interface Agents in Dynamic Digital Environments ACL 2025
NEO-BENCH: Evaluating Robustness of Large Language Models with Neologisms ACL 2024
The Belebele Benchmark: a Parallel Reading Comprehension Dataset in 122 Language Variants ACL 2024
Explanation-aware Soft Ensemble Empowers Large Language Model In-context Learning ACL 2024
Labels Need Prompts Too: Mask Matching for Natural Language Understanding Tasks AAAI 2024
AR-NLU: A Framework for Enhancing Natural Language Understanding Model Robustness against ASR Errors INTERSPEECH 2024
Prior Knowledge-Guided Adversarial Training ACL 2024
The Impact of Language Adapters in Cross-Lingual Transfer for NLU EACL 2024
Using Large Language Models to Improve Query-based Constraint Acquisition IJCAI 2024
A Goal-Directed Dialogue System for Assistance in Safety-Critical Application IJCAI 2024
SuperGLEBer: German Language Understanding Evaluation Benchmark NAACL 2024
DialogVCS: Robust Natural Language Understanding in Dialogue System Upgrade NAACL 2024
Language-to-Code Translation with a Single Labeled Example EMNLP 2024
AMBROSIA: A Benchmark for Parsing Ambiguous Questions into Database Queries NIPS 2024