conftrace_

hidden state

113 papers

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recurrent neural network (1790) large language model (13587) language model (4599) representation learning (6206) attention mechanism (4001) hallucination detection (530) hidden state analysis (13) state space model (390) in-context learning (1405) transformer architecture (1560)

Papers

Dodo: Dynamic Contextual Compression for Decoder-only LMs ACL 2024
LLM-Check: Investigating Detection of Hallucinations in Large Language Models NIPS 2024
Intrinsic Self-correction for Enhanced Morality: An Analysis of Internal Mechanisms and the Superficial Hypothesis EMNLP 2024
How Alignment and Jailbreak Work: Explain LLM Safety through Intermediate Hidden States EMNLP 2024
A Multitask Training Approach to Enhance Whisper with Open-Vocabulary Keyword Spotting INTERSPEECH 2024
OccamLLM: Fast and Exact Language Model Arithmetic in a Single Step NIPS 2024
Separations in the Representational Capabilities of Transformers and Recurrent Architectures NIPS 2024
PMET: Precise Model Editing in a Transformer AAAI 2024
Coupled Mamba: Enhanced Multimodal Fusion with Coupled State Space Model NIPS 2024
Balaur: Language Model Pretraining with Lexical Semantic Relations EMNLP 2023
VISIT: Visualizing and Interpreting the Semantic Information Flow of Transformers EMNLP 2023
Mitigating Artifacts in Real-World Video Super-resolution Models AAAI 2023
Token-wise Decomposition of Autoregressive Language Model Hidden States for Analyzing Model Predictions ACL 2023
Dynamical Linear Bandits ICML 2023
PVGRU: Generating Diverse and Relevant Dialogue Responses via Pseudo-Variational Mechanism ACL 2023
Counterfactual Analysis in Dynamic Latent State Models ICML 2023
Future Lens: Anticipating Subsequent Tokens from a Single Hidden State EMNLP 2023
On the Symmetries of Deep Learning Models and their Internal Representations NIPS 2022
Anticipation-Free Training for Simultaneous Machine Translation ACL 2022
You Don’t Know My Favorite Color: Preventing Dialogue Representations from Revealing Speakers’ Private Personas NAACL 2022
Hidden State Variability of Pretrained Language Models Can Guide Computation Reduction for Transfer Learning EMNLP 2022
Garden Path Traversal in GPT-2 EMNLP 2022
T3-Vis: visual analytic for Training and fine-Tuning Transformers in NLP EMNLP 2021
Nested Named Entity Recognition via Explicitly Excluding the Influence of the Best Path ACL 2021
Time Adaptive Recurrent Neural Network CVPR 2021