conftrace_

language model robustness

16 papers

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Co-occurring keywords

language model (4599) adversarial attack (1621) model robustness (480) large language model (13587) robustness evaluation (139) transformer model (1996) adversarial training (1262) benchmark evaluation (1556) set operation (4) lexical robustness (1)

Papers

Factual Knowledge in Language Models: Robustness and Anomalies under Simple Temporal Context Variations ACL 2025
Are Language Models Agnostic to Linguistically Grounded Perturbations? A Case Study of Indic Languages NAACL 2025
Superfluous Instruction: Vulnerabilities Stemming from Task-Specific Superficial Expressions in Instruction Templates ACL 2025
Prompt Perturbation Consistency Learning for Robust Language Models EACL 2024
FOOL ME IF YOU CAN! An Adversarial Dataset to Investigate the Robustness of LMs in Word Sense Disambiguation EMNLP 2024
“Knowing When You Don’t Know”: A Multilingual Relevance Assessment Dataset for Robust Retrieval-Augmented Generation EMNLP 2024
SETLEXSEM CHALLENGE: Using Set Operations to Evaluate the Lexical and Semantic Robustness of Language Models NIPS 2024
Bi-Phone: Modeling Inter Language Phonetic Influences in Text ACL 2023
Impact of Adversarial Training on Robustness and Generalizability of Language Models ACL 2023
Improving Robustness of Language Models from a Geometry-aware Perspective ACL 2022
SemAttack: Natural Textual Attacks via Different Semantic Spaces NAACL 2022
TAPE: Assessing Few-shot Russian Language Understanding EMNLP 2022
Imputing Out-of-Vocabulary Embeddings with LOVE Makes LanguageModels Robust with Little Cost ACL 2022
ValCAT: Variable-Length Contextualized Adversarial Transformations Using Encoder-Decoder Language Model NAACL 2022
Towards Explainable Evaluation of Language Models on the Semantic Similarity of Visual Concepts COLING 2022
How Emotionally Stable is ALBERT? Testing Robustness with Stochastic Weight Averaging on a Sentiment Analysis Task EMNLP 2021