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Understanding

7,071 papers (37 classified directly here)

Subtopics

Semantic Analysis (2,986) Named Entity Recognition (2,041) Parsing (978) Syntax (773) Coreference Resolution (439) Part-of-Speech Tagging (291) Semantics (143) Morphology (110)

Papers per year

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Papers (including subtopics)

Swap and Predict – Predicting the Semantic Changes in Words across Corpora by Context Swapping EMNLP 2023
ESPVR: Entity Spans Position Visual Regions for Multimodal Named Entity Recognition EMNLP 2023
MCLF: A Multi-grained Contrastive Learning Framework for ASR-robust Spoken Language Understanding EMNLP 2023
SmartSpanNER: Making SpanNER Robust in Low Resource Scenarios EMNLP 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023
GSAP-NER: A Novel Task, Corpus, and Baseline for Scholarly Entity Extraction Focused on Machine Learning Models and Datasets EMNLP 2023
Finding Common Ground: Annotating and Predicting Common Ground in Spoken Conversations EMNLP 2023
“You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023
SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token EMNLP 2023
Show, Write, and Retrieve: Entity-aware Article Generation and Retrieval EMNLP 2023
EARA: Improving Biomedical Semantic Textual Similarity with Entity-Aligned Attention and Retrieval Augmentation EMNLP 2023
Neuro-Symbolic Sentiment Analysis with Dynamic Word Sense Disambiguation EMNLP 2023
Role of Context in Unsupervised Sentence Representation Learning: the Case of Dialog Act Modeling EMNLP 2023
CLMSM: A Multi-Task Learning Framework for Pre-training on Procedural Text EMNLP 2023
On General Language Understanding EMNLP 2023
Type-Aware Decomposed Framework for Few-Shot Named Entity Recognition EMNLP 2023
Chinese Metaphorical Relation Extraction EMNLP 2023
When and Why Does Bias Mitigation Work? EMNLP 2023
CASSI: Contextual and Semantic Structure-based Interpolation Augmentation for Low-Resource NER EMNLP 2023
Investigating Multilingual Coreference Resolution by Universal Annotations EMNLP 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023
Automatic Analysis of Substantiation in Scientific Peer Reviews EMNLP 2023
Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023
Debias NLU Datasets via Training-free Perturbations EMNLP 2023
Robustness of Named-Entity Replacements for In-Context Learning EMNLP 2023