conftrace_

information loss

22 papers

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Co-occurring keywords

state space model (390) hidden state (113) language model (4599) selective memory (2) question answering (2963) machine translation (2499) information theory (491) knowledge graph (1837) latent representation (418) convolutional neural network (4226)

Papers

How to Mitigate Information Loss in Knowledge Graphs for GraphRAG: Leveraging Triple Context Restoration and Query-Driven Feedback IJCAI 2025
Incorporating Visual Experts to Resolve the Information Loss in Multimodal Large Language Models IJCAI 2025
Aggregation Mechanism Based Graph Heterogeneous Networks Distillation IJCAI 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders IJCNLP 2025
Lost in Embeddings: Information Loss in Vision–Language Models EMNLP 2025
Characterizing Mamba’s Selective Memory using Auto-Encoders AACL 2025
Asymmetric Reinforcing Against Multi-Modal Representation Bias AAAI 2025
Focus on Your Question! Interpreting and Mitigating Toxic CoT Problems in Commonsense Reasoning ACL 2024
InfoLossQA: Characterizing and Recovering Information Loss in Text Simplification ACL 2024
A Study on the Information Mechanism of the 3rd Tone Sandhi Rule in Mandarin Disyllabic Words INTERSPEECH 2024
Understanding the Role of Input Token Characters in Language Models: How Does Information Loss Affect Performance? EMNLP 2023
Ideal Abstractions for Decision-Focused Learning AISTATS 2023
Quantifying Consistency and Information Loss for Causal Abstraction Learning IJCAI 2023
On the Interplay between Information Loss and Operation Loss in Representations for Classification AISTATS 2022
Whitening and Second Order Optimization Both Make Information in the Dataset Unusable During Training, and Can Reduce or Prevent Generalization ICML 2021
An Uncertainty Principle is a Price of Privacy-Preserving Microdata NIPS 2021
Lost in Interpreting: Speech Translation from Source or Interpreter? INTERSPEECH 2021
PatchBERT: Just-in-Time, Out-of-Vocabulary Patching EMNLP 2020
Lost in Translation: Analysis of Information Loss During Machine Translation Between Polysynthetic and Fusional Languages COLING 2018
Non-parametric Policy Search with Limited Information Loss JMLR 2017
Random Shifting for CNN: a Solution to Reduce Information Loss in Down-Sampling Layers IJCAI 2017
Distributed Estimation, Information Loss and Exponential Families NIPS 2014