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Semantic Analysis

2901 directly classified papers

Papers per year

Papers

Pragmatics in Language Grounding: Phenomena, Tasks, and Modeling Approaches EMNLP 2023
BLM-s/lE: A structured dataset of English spray-load verb alternations for testing generalization in LLMs EMNLP 2023
PR-MCS: Perturbation Robust Metric for MultiLingual Image Captioning EMNLP 2023
Unified Representation for Non-compositional and Compositional Expressions EMNLP 2023
Eyes Show the Way: Modelling Gaze Behaviour for Hallucination Detection EMNLP 2023
Treepiece: Faster Semantic Parsing via Tree Tokenization EMNLP 2023
Debias NLU Datasets via Training-free Perturbations EMNLP 2023
Argument mining as a multi-hop generative machine reading comprehension task EMNLP 2023
Automatic Analysis of Substantiation in Scientific Peer Reviews EMNLP 2023
Are NLP Models Good at Tracing Thoughts: An Overview of Narrative Understanding EMNLP 2023
When and Why Does Bias Mitigation Work? EMNLP 2023
SIR-ABSC: Incorporating Syntax into RoBERTa-based Sentiment Analysis Models with a Special Aggregator Token EMNLP 2023
“You Are An Expert Linguistic Annotator”: Limits of LLMs as Analyzers of Abstract Meaning Representation EMNLP 2023
Finding Common Ground: Annotating and Predicting Common Ground in Spoken Conversations EMNLP 2023
ZeroSCROLLS: A Zero-Shot Benchmark for Long Text Understanding EMNLP 2023
Swap and Predict – Predicting the Semantic Changes in Words across Corpora by Context Swapping EMNLP 2023
POSQA: Probe the World Models of LLMs with Size Comparisons EMNLP 2023
Implicit Sense-labeled Connective Recognition as Text Generation EMNLP 2023
Discovering Highly Influential Shortcut Reasoning: An Automated Template-Free Approach EMNLP 2023
Responsible AI Considerations in Text Summarization Research: A Review of Current Practices EMNLP 2023
Relationality and Offensive Speech: A Research Agenda ACL 2023
A Unified Framework for Synaesthesia Analysis EMNLP 2023
Enhancing Reasoning Capabilities by Instruction Learning and Chain-of-Thoughts for Implicit Discourse Relation Recognition EMNLP 2023
GPT-4 as an Effective Zero-Shot Evaluator for Scientific Figure Captions EMNLP 2023
Licon: A Diverse, Controllable and Challenging Linguistic Concept Learning Benchmark EMNLP 2023