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Papers

This page highlights papers that I read, reference, or find especially useful in my research. Most of them live in curated collections on my Hugging Face profile.

Profile: huggingface.co/Shafagh99

Interpretability

Research in LM interpretability

From Understanding to Utilization: A Survey on Explainability for Large Language Models
From Insights to Actions: The Impact of Interpretability and Analysis Research on NLP
Rethinking Interpretability in the Era of Large Language Models
A Comprehensive Guide to Explainable AI: From Classical Models to LLMs
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AI Agent

Curated collection on Hugging Face

The Landscape of Emerging AI Agent Architectures for Reasoning, Planning, and Tool Calling: A Survey
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RAG

Curated collection on Hugging Face

A Survey on Retrieval-Augmented Text Generation for Large Language Models
Finetune-RAG: Fine-Tuning Language Models to Resist Hallucination in Retrieval-Augmented Generation
Rank1: Test-Time Compute for Reranking in Information Retrieval
Search-R1: Training LLMs to Reason and Leverage Search Engines with Reinforcement Learning
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Bias in LLM

Curated collection on Hugging Face

BBQ: A Hand-Built Bias Benchmark for Question Answering
Bias and Fairness in Large Language Models: A Survey
Towards Implicit Bias Detection and Mitigation in Multi-Agent LLM Interactions
ToxiGen: A Large-Scale Machine-Generated Dataset for Adversarial and Implicit Hate Speech Detection
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LLM Distillation

Curated collection on Hugging Face

TwT: Thinking without Tokens by Habitual Reasoning Distillation with Multi-Teachers' Guidance
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