Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis | Paper Citation Record

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This paper cites write newline.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis write newline

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Unresolved cited work

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This paper cites Yi: Open foundation models by 01.ai.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Yi: Open foundation models by 01.ai

Reference 3

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This paper cites Iteration head: A mechanistic study of chain-of-thought.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Iteration head: A mechanistic study of chain-of-thought

Reference 4

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This paper cites Revisiting in-context learning inference circuit in large language models.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Revisiting in-context learning inference circuit in large language models

Reference 5

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This paper cites Token-based decision criteria are suboptimal in in-context learning.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Token-based decision criteria are suboptimal in in-context learning

Reference 6

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This paper cites Summing Up the Facts: Additive Mechanisms Behind Factual Recall in LLMs.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Summing Up the Facts: Additive Mechanisms Behind Factual Recall in LLMs

Reference 7

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This paper cites Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Induction Heads as an Essential Mechanism for Pattern Matching in In-context Learning

Reference 8

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This paper cites The pascal recognising textual entailment challenge.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis The pascal recognising textual entailment challenge

Reference 9

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This paper cites The commitmentbank: Investigating projection in naturally occurring discourse.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis The commitmentbank: Investigating projection in naturally occurring discourse

Reference 10

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This paper cites A Survey on In-context Learning.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis A Survey on In-context Learning

Reference 11

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This paper cites A mathematical framework for transformer circuits.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis A mathematical framework for transformer circuits

Reference 12

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This paper cites The Llama 3 Herd of Models.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis The Llama 3 Herd of Models

Reference 13

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This paper cites Overthinking the Truth: Understanding how Language Models Process False Demonstrations.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Overthinking the Truth: Understanding how Language Models Process False Demonstrations

Reference 14

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This paper cites In-context learning creates task vectors.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis In-context learning creates task vectors

Reference 15

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This paper cites From compression to expansion: A layerwise analysis of in-context learning.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis From compression to expansion: A layerwise analysis of in-context learning

Reference 16

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This paper cites Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Cutting Off the Head Ends the Conflict: A Mechanism for Interpreting and Mitigating Knowledge Conflicts in Language Models

Reference 17

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This paper cites The atlas of in-context learning: How attention heads shape in-context retrieval augmentation.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis The atlas of in-context learning: How attention heads shape in-context retrieval augmentation

Reference 18

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This paper cites The geometry of prompting: Unveiling distinct mechanisms of task adaptation in language models.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis The geometry of prompting: Unveiling distinct mechanisms of task adaptation in language models

Reference 19

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This paper cites In-Context Learning State Vector with Inner and Momentum Optimization.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis In-Context Learning State Vector with Inner and Momentum Optimization

Reference 20

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This paper cites Learning question classifiers.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Learning question classifiers

Reference 21

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This paper cites Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Does Circuit Analysis Interpretability Scale? Evidence from Multiple Choice Capabilities in Chinchilla

Reference 22

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This paper cites In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis In-context Vectors: Making In Context Learning More Effective and Controllable Through Latent Space Steering

Reference 23

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Unresolved cited work

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This paper cites The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis The Geometry of Truth: Emergent Linear Structure in Large Language Model Representations of True/False Datasets

Reference 25

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This paper cites Language Models Implement Simple Word2Vec-style Vector Arithmetic.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Language Models Implement Simple Word2Vec-style Vector Arithmetic

Reference 26

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This paper cites Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Rethinking the Role of Demonstrations: What Makes In-Context Learning Work?

Reference 27

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This paper cites In-context Learning and Induction Heads.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis In-context Learning and Induction Heads

Reference 28

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis GPT-4 Technical Report

Reference 29

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This paper cites What in-context learning learns in-context: Disentangling task recognition and task learning.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis What in-context learning learns in-context: Disentangling task recognition and task learning

Reference 30

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This paper cites Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Seeing stars: Exploiting class relationships for sentiment categorization with respect to rating scales

Reference 31

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Language models are unsupervised multitask learners

Reference 32

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This paper cites Identifying Semantic Induction Heads to Understand In-Context Learning.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Identifying Semantic Induction Heads to Understand In-Context Learning

Reference 34

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This paper cites Large language models encode semantics in low-dimensional linear subspaces.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Large language models encode semantics in low-dimensional linear subspaces

Reference 35

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis What needs to go right for an induction head? A mechanistic study of in-context learning circuits and their formation

Reference 36

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Manning, Andrew Ng, and Christopher Potts

Reference 37

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Out-of-distribution generalization via composition: a lens through induction heads in Transformers

Reference 38

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This paper cites Interpret and improve in-context learning via the lens of input-label mappings.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Interpret and improve in-context learning via the lens of input-label mappings

Reference 39

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Black-box tuning for language-model-as-a-service

Reference 40

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Function Vectors in Large Language Models

Reference 41

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This paper cites Baselines and bigrams: Simple, good sentiment and topic classification.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Baselines and bigrams: Simple, good sentiment and topic classification

Reference 42

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This paper cites Larger language models do in-context learning differently.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Larger language models do in-context learning differently

Reference 43

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Qwen2 Technical Report

Reference 44

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This paper cites Unifying attention heads and task vectors via hidden state geometry in in-context learning.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Unifying attention heads and task vectors via hidden state geometry in in-context learning

Reference 45

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This paper cites Which Attention Heads Matter for In-Context Learning?.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Which Attention Heads Matter for In-Context Learning?

Reference 46

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This paper cites How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis How do Large Language Models Learn In-Context? Query and Key Matrices of In-Context Heads are Two Towers for Metric Learning

Reference 47

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This paper cites Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Beyond Single Concept Vector: Modeling Concept Subspace in LLMs with Gaussian Distribution

Reference 48

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This paper cites Attention Heads of Large Language Models: A Survey.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Attention Heads of Large Language Models: A Survey

Reference 49

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This paper cites @esa (Ref.

Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis @esa (Ref

Reference 50

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Unresolved cited work

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Localizing Task Recognition and Task Learning in In-Context Learning via Attention Head Analysis Unresolved cited work

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