Recently Read #
Papers/articles I’ve read and want to keep track of for future reference. Papers listed in my awesome_slop repo are not duplicated here
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- Do you actually need an LLM? Rethinking language models for customer reviews analysis
- SONAR: Sentence-Level Multimodal and Language-Agnostic Representations
- Unveiling the intensity–ambiguity relationships among affective and lexico‑semantic variables in Chinese characters and the character–word relationships in Chinese two‑character words
- A survey on cutting-edge relation extraction techniques based on language models
- Titans: Learning to Memorize at Test Time
- Diffusion models in text generation: a survey
- Mitigating Large Language Model Hallucinations via Autonomous Knowledge Graph-Based Retrofitting
- Large Language Diffusion Models
- A Graph-to-Sequence Model for AMR-to-Text Generation
- Neural Text Generation in Stories Using Entity Representations as Context
- Neural Text Generation with Unlikelihood Training
- Kernelized Bayesian Softmax for Text Generation
- Text Generation from Knowledge Graphs with Graph Transformers
- Using NLU in Context for Question Answering: Improving on Facebook’s bAbI Tasks
- A Summary of Role and Reference Grammar
- Energy-Based Transformers are Scalable Learners and Thinkers
- node2vec: Scalable Feature Learning for Networks
- Benchmarking machine learning methods for the identification of mislabeled data
- Efficient deep neural unification in symbolic processing
- UniBERT: adversarial training for language-universal representations
- A review of state-of-the-art techniques for large language model compression
- Reward as a facet of word meaning: Ratings of motivation for 8,601 English words
- How adults’ experience with words changes over time: Insights from five years of the Wesleyan Word Experience Project
- Toward practical human-interpretable explanations
- Assessing the risk of discriminatory bias in classification datasets
- SoftMatcha: A Soft and Fast Pattern Matcher for Billion-Scale Corpus Searches
- The Polish vocabulary size test: A novel adaptive test for receptive vocabulary assessment
- Rethinking Graph Transformers with Spectral Attention
- Scaling Up Graph Neural Networks Via Graph Coarsening
- Graph Transformer Networks
- Switchboard-Affect: Emotion Perception Labels from Conversational Speech
- FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models
- mRAKL: Multilingual Retrieval-Augmented Knowledge Graph Construction for Low-Resourced Languages
- A phase transition between positional and semantic learning in a solvable model of dot-product attention
