% Key papers for Task vectors and steering (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2022_few_2109, title = {{Few-Shot Cross-Lingual Stance Detection with Sentiment-Based Pre-training}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/10729-few-shot-cross-lingual-stance-detection-with-sentiment-based-pre-training/}, } @inproceedings{aaai2019_violence_99958, title = {{Violence Rating Prediction from Movie Scripts}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/3844}, } @inproceedings{aaai2025_poi_10248, title = {{POI-Enhancer: An LLM-based Semantic Enhancement Framework for POI Representation Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33252}, } @inproceedings{neurips2024_a_71969, title = {{A Theoretical Understanding of Self-Correction through In-context Alignment}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95342}, } @inproceedings{iclr2024_towards_34091, title = {{Towards Best Practices of Activation Patching in Language Models: Metrics and Methods}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18984}, } @inproceedings{aaai2025_controlling_8537, title = {{Controlling Large Language Models Through Concept Activation Vectors}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34778}, } @inproceedings{icml2026_the_54551, title = {{The Assistant Axis: Situating and Stabilizing the Default Persona of Language Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=q17jVxMtwS}, } @inproceedings{iclr2025_llms_81719, title = {{LLMs Know More Than They Show: On the Intrinsic Representation of LLM Hallucinations}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/30060}, } @inproceedings{iclr2024_large_34527, title = {{Large Content And Behavior Models To Understand, Simulate, And Optimize Content And Behavior}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18547}, } @inproceedings{icml2024_unveiling_43823, title = {{Unveiling and Harnessing Hidden Attention Sinks: Enhancing Large Language Models without Training through Attention Calibration}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34629}, } @inproceedings{neurips2024_llm_70334, title = {{LLM Circuit Analyses Are Consistent Across Training and Scale}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96762}, } @inproceedings{iclr2024_tell_35622, title = {{Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17451}, } @inproceedings{icml2024_representation_43969, title = {{Representation Surgery: Theory and Practice of Affine Steering}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34483}, } @inproceedings{icml2024_in_45522, title = {{In-Context Sharpness as Alerts: An Inner Representation Perspective for Hallucination Mitigation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/32930}, } @inproceedings{icml2025_which_46485, title = {{Which Attention Heads Matter for In-Context Learning?}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/46081}, } @inproceedings{icml2025_axbench_46922, title = {{AxBench: Steering LLMs? Even Simple Baselines Outperform Sparse Autoencoders}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45658}, } @inproceedings{icml2025_steer_47471, title = {{Steer LLM Latents for Hallucination Detection}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45122}, } @inproceedings{icml2025_interpreting_47583, title = {{Interpreting the Repeated Token Phenomenon in Large Language Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45013}, } @inproceedings{icml2025_memorization_48784, title = {{Memorization Sinks: Isolating Memorization during LLM Training}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/43838}, } @inproceedings{icml2026_shared_49355, title = {{Shared Lexical Task Representations Explain Behavioral Variability In LLMs}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=1kmTTgPJAm}, } @inproceedings{icml2026_attention_49537, title = {{Attention Sinks as Internal Signals for Hallucination Detection in Large Language Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=3NdFFpcEjU}, } @inproceedings{icml2026_how_50020, title = {{How Language Models Process Negation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=8DLW34pkNi}, }