Annotation Artifacts in Natural Language Inference Data
Paper
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1803.02324
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Published
Swabha Swayamdipta
swabhs
AI & ML interests
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authored
18
papers
5 months ago
We're Afraid Language Models Aren't Modeling Ambiguity
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2304.14399
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Published
Don't Stop Pretraining: Adapt Language Models to Domains and Tasks
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2004.10964
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Published
Dataset Cartography: Mapping and Diagnosing Datasets with Training Dynamics
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2009.10795
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Published
COBRA Frames: Contextual Reasoning about Effects and Harms of Offensive Statements
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2306.01985
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Published
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1
Challenges in Automated Debiasing for Toxic Language Detection
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2102.00086
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Published
MAUVE: Measuring the Gap Between Neural Text and Human Text using Divergence Frontiers
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2102.01454
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Published
DExperts: Decoding-Time Controlled Text Generation with Experts and Anti-Experts
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2105.03023
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Published
Understanding Dataset Difficulty with $\mathcal{V}$-Usable Information
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2110.08420
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Published
Reframing Human-AI Collaboration for Generating Free-Text Explanations
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2112.08674
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Published
WANLI: Worker and AI Collaboration for Natural Language Inference Dataset Creation
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2201.05955
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Published
Logits of API-Protected LLMs Leak Proprietary Information
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2403.09539
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Published
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1
I2D2: Inductive Knowledge Distillation with NeuroLogic and Self-Imitation
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2212.09246
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Published
MAUVE Scores for Generative Models: Theory and Practice
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2212.14578
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Published
On the Trustworthiness of Generative Foundation Models: Guideline, Assessment, and Perspective
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2502.14296
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Published
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45
NeuroComparatives: Neuro-Symbolic Distillation of Comparative Knowledge
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2305.04978
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Published
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1
Teaching Models to Understand (but not Generate) High-risk Data
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2505.03052
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Published
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6
Better Language Model Inversion by Compactly Representing Next-Token Distributions
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2506.17090
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Published
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1