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Semantic Analysis

2901 directly classified papers

Papers per year

Papers

Analyzing the Understanding of Morphologically Complex Words in Large Language Models COLING 2024
A Quantum-Inspired Matching Network with Linguistic Theories for Metaphor Detection COLING 2024
Argument Quality Assessment in the Age of Instruction-Following Large Language Models COLING 2024
Do Numbers Matter? Types and Prevalence of Numbers in Clinical Texts ACL 2024
Quantifying Generalizations: Exploring the Divide Between Human and LLMs’ Sensitivity to Quantification ACL 2024
A Two-Stage Prediction-Aware Contrastive Learning Framework for Multi-Intent NLU COLING 2024
Large Scale Narrative Messaging around Climate Change: A Cross-Cultural Comparison ACL 2024
Computational Modelling of Plurality and Definiteness in Chinese Noun Phrases COLING 2024
Towards Equitable Natural Language Understanding Systems for Dialectal Cohorts: Debiasing Training Data COLING 2024
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NIPS 2024
CADTalk: An Algorithm and Benchmark for Semantic Commenting of CAD Programs CVPR 2024
PUB: A Pragmatics Understanding Benchmark for Assessing LLMs’ Pragmatics Capabilities ACL 2024
MACM: Utilizing a Multi-Agent System for Condition Mining in Solving Complex Mathematical Problems NIPS 2024
Zero-shot Referring Expression Comprehension via Structural Similarity Between Images and Captions CVPR 2024
On the Rigour of Scientific Writing: Criteria, Analysis, and Insights EMNLP 2024
Analyzing Homonymy Disambiguation Capabilities of Pretrained Language Models COLING 2024
Prior Knowledge-Guided Adversarial Training ACL 2024
Do Large Language Models Latently Perform Multi-Hop Reasoning? ACL 2024
Pirates at ArabicNLU2024: Enhancing Arabic Word Sense Disambiguation using Transformer-Based Approaches ACL 2024
Inferring Mental Burnout Discourse Across Reddit Communities EMNLP 2024
Upaya at ArabicNLU Shared-Task: Arabic Lexical Disambiguation using Large Language Models ACL 2024
nicolay-r at SemEval-2024 Task 3: Using Flan-T5 for Reasoning Emotion Cause in Conversations with Chain-of-Thought on Emotion States SEMEVAL 2024
PizzaCommonSense: A Dataset for Commonsense Reasoning about Intermediate Steps in Cooking Recipes EMNLP 2024
FOLIO: Natural Language Reasoning with First-Order Logic EMNLP 2024
Large Language Models Can Learn Temporal Reasoning ACL 2024