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Natural Language Understanding

678 directly classified papers

Papers per year

Papers

PairSpanBERT: An Enhanced Language Model for Bridging Resolution ACL 2023
Prompt-based Logical Semantics Enhancement for Implicit Discourse Relation Recognition EMNLP 2023
Exploiting Contrastive Learning and Numerical Evidence for Confusing Legal Judgment Prediction EMNLP 2023
BenchCLAMP: A Benchmark for Evaluating Language Models on Syntactic and Semantic Parsing NIPS 2023
Contextual Distortion Reveals Constituency: Masked Language Models are Implicit Parsers ACL 2023
MatSci-NLP: Evaluating Scientific Language Models on Materials Science Language Tasks Using Text-to-Schema Modeling ACL 2023
DAMP: Doubly Aligned Multilingual Parser for Task-Oriented Dialogue ACL 2023
KALM: Knowledge-Aware Integration of Local, Document, and Global Contexts for Long Document Understanding ACL 2023
Schema-Guided User Satisfaction Modeling for Task-Oriented Dialogues ACL 2023
ELQA: A Corpus of Metalinguistic Questions and Answers about English ACL 2023
Multi-VALUE: A Framework for Cross-Dialectal English NLP ACL 2023
Rosetta Stone at KSAA-RD Shared Task: A Hop From Language Modeling To Word–Definition Alignment EMNLP 2023
CATALPA_EduNLP at PragTag-2023 EMNLP 2023
Qamosy at Arabic Reverse Dictionary shared task: Semi Decoder Architecture for Reverse Dictionary with SBERT Encoder EMNLP 2023
Abed at KSAA-RD Shared Task: Enhancing Arabic Word Embedding with Modified BERT Multilingual EMNLP 2023
Yet Another Model for Arabic Dialect Identification EMNLP 2023
KSAA-RD Shared Task: Arabic Reverse Dictionary EMNLP 2023
In-Context Meta-Learning vs. Semantic Score-Based Similarity: A Comparative Study in Arabic Short Answer Grading EMNLP 2023
UWB at Arabic Reverse Dictionary shared task: Computing the meaning of a gloss EMNLP 2023
HANSEN: Human and AI Spoken Text Benchmark for Authorship Analysis EMNLP 2023
Evaluating Subjective Cognitive Appraisals of Emotions from Large Language Models EMNLP 2023
Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches EMNLP 2023
HeQ: a Large and Diverse Hebrew Reading Comprehension Benchmark EMNLP 2023
BERTwich: Extending BERT’s Capabilities to Model Dialectal and Noisy Text EMNLP 2023
BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs EMNLP 2023