conftrace_

feature analysis

30 papers

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Co-occurring keywords

text classification (6793) convolutional neural network (4226) large language model (13587) neural network (6616) model interpretability (519) sentiment analysis (2084) word embedding (1764) feature ablation (8) sparse autoencoder (112) recurrent neural network (1790)

Papers

The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction ACL 2025
Large Multi-modal Models Can Interpret Features in Large Multi-modal Models ICCV 2025
Unveiling Language-Specific Features in Large Language Models via Sparse Autoencoders ACL 2025
Enhancing Chain-of-Thought Reasoning via Neuron Activation Differential Analysis EMNLP 2025
Language Models (Mostly) Do Not Consider Emotion Triggers When Predicting Emotion NAACL 2024
BATS: BenchmArking Text Simplicity 🦇 ACL 2024
SubjECTive-QA: Measuring Subjectivity in Earnings Call Transcripts' QA Through Six-Dimensional Feature Analysis NIPS 2024
Comparing the Decision-Making Mechanisms by Transformers and CNNs via Explanation Methods CVPR 2024
Defending Against Backdoor Attacks by Layer-wise Feature Analysis (Extended Abstract) IJCAI 2024
Clarifying the Path to User Satisfaction: An Investigation into Clarification Usefulness EACL 2024
What do Humor Classifiers Learn? An Attempt to Explain Humor Recognition Models EACL 2023
Rehabilitating Homeless: Dataset and Key Insights AAAI 2023
Unveiling The Mask of Position-Information Pattern Through the Mist of Image Features ICML 2023
An Unsupervised Way to Understand Artifact Generating Internal Units in Generative Neural Networks AAAI 2022
Narrative Detection and Feature Analysis in Online Health Communities NAACL 2022
Spurious Correlations in Cross-Topic Argument Mining ACL 2021
Compound or Term Features? Analyzing Salience in Predicting the Difficulty of German Noun Compounds across Domains ACL 2021
Exploring Coreference Features in Heterogeneous Data EMNLP 2020
Matching Theory and Data with Personal-ITY: What a Corpus of Italian YouTube Comments Reveals About Personality COLING 2020
JokeMeter at SemEval-2020 Task 7: Convolutional Humor SEMEVAL 2020
NeuroX: A Toolkit for Analyzing Individual Neurons in Neural Networks AAAI 2019
GEval: Tool for Debugging NLP Datasets and Models ACL 2019
Predicting News Headline Popularity with Syntactic and Semantic Knowledge Using Multi-Task Learning EMNLP 2018
Topic or Style? Exploring the Most Useful Features for Authorship Attribution COLING 2018
Not Just Depressed: Bipolar Disorder Prediction on Reddit EMNLP 2018