Position: Don't Just "Fix it in Post": A Science of AI Must Study Training Dynamics
Paper • 2606.06533 • Published
AI & ML interests
None defined yet.
aflah
authored 17
papers 3 months ago
Proactively Reducing the Hate Intensity of Online Posts via Hate Speech Normalization
Paper • 2206.04007 • Published
Understanding Memorisation in LLMs: Dynamics, Influencing Factors, and Implications
Paper • 2407.19262 • Published
Revisiting Privacy, Utility, and Efficiency Trade-offs when Fine-Tuning Large Language Models
Paper • 2502.13313 • Published
Overview of the HASOC Subtrack at FIRE 2023: Identification of Tokens Contributing to Explicit Hate in English by Span Detection
Paper • 2311.09834 • Published
The Art of Embedding Fusion: Optimizing Hate Speech Detection
Paper • 2306.14939 • Published
Beyond Negativity: Re-Analysis and Follow-Up Experiments on Hope Speech Detection
Paper • 2306.01742 • Published
Fine-tuning vs. In-context Learning in Large Language Models: A Formal Language Learning Perspective
Paper • 2604.23267 • Published
Fractional Rotation, Full Potential? Investigating Performance and Convergence of Partial RoPE
Paper • 2603.11611 • Published
TokenSmith: Streamlining Data Editing, Search, and Inspection for Large-Scale Language Model Training and Interpretability
Paper • 2507.19419 • Published
Towards Reliable Latent Knowledge Estimation in LLMs: In-Context Learning vs. Prompting Based Factual Knowledge Extraction
Paper • 2404.12957 • Published
QUENCH: Measuring the gap between Indic and Non-Indic Contextual General Reasoning in LLMs
Paper • 2412.11763 • Published
Recite, Reconstruct, Recollect: Memorization in LMs as a Multifaceted Phenomenon
Paper • 2406.17746 • Published
Rote Learning Considered Useful: Generalizing over Memorized Data in LLMs
Paper • 2507.21914 • Published
Hubble: a Model Suite to Advance the Study of LLM Memorization
Paper • 2510.19811 • Published
In Agents We Trust, but Who Do Agents Trust? Latent Source Preferences Steer LLM Generations
Paper • 2602.15456 • Published
Pythia: A Suite for Analyzing Large Language Models Across Training and Scaling
Paper • 2304.01373 • Published • 9
Henok
authored 2
papers 9 months ago
DrishtiSharma
authored a
paper over 1 year ago