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15

The Responsible Foundation Model Development Cheatsheet: A Review of Tools & Resources

7 days ago by Shayne Longpre and others

Machine Learning, Artificial Intelligence

A Survey on Data Selection for Language Models

2 August 2024 by Alon Albalak and others at

UC Santa Barbara

Computation and Language, Machine Learning

Generalization v.s. Memorization: Tracing Language Models' Capabilities Back to Pretraining Data

20 July 2024 by Antonis Antoniades and others

Computation and Language, Artificial Intelligence

DataComp-LM: In search of the next generation of training sets for language models

20 June 2024 by Jeffrey Li and others

Machine Learning, Computation and Language

Eagle and Finch: RWKV with Matrix-Valued States and Dynamic Recurrence

10 April 2024 by Bo Peng and others

Computation and Language, Artificial Intelligence

RWKV: Reinventing RNNs for the Transformer Era

11 December 2023 by Bo Peng and others

Computation and Language, Artificial Intelligence

Efficient Online Data Mixing For Language Model Pre-Training

5 December 2023 by Alon Albalak and others at

UC Santa Barbara

Computation and Language, Machine Learning

Logic-LM: Empowering Large Language Models with Symbolic Solvers for Faithful Logical Reasoning

19 October 2023 by Liangming Pan and others at

UC Santa Barbara

Computation and Language, Artificial Intelligence

Improving Few-Shot Generalization by Exploring and Exploiting Auxiliary Data

3 October 2023 by Alon Albalak and others

Machine Learning, Computation and Language

CausalDialogue: Modeling Utterance-level Causality in Conversations

8 July 2023 by Yi-Lin Tuan and others

Computation and Language

An Exploration of Data Efficiency in Intra-Dataset Task Transfer for Dialog Understanding

21 October 2022 by Josiah Ross and others

Computation and Language

D-REX: Dialogue Relation Extraction with Explanations

18 October 2022 by Alon Albalak and others

Computation and Language

FETA: A Benchmark for Few-Sample Task Transfer in Open-Domain Dialogue

13 October 2022 by Alon Albalak and others

Computation and Language

Data-Efficiency with a Single GPU: An Exploration of Transfer Methods for Small Language Models

8 October 2022 by Alon Albalak and others

Computation and Language

Emotion Recognition in Conversation using Probabilistic Soft Logic

14 July 2022 by Eriq Augustine and others

Machine Learning, Computation and Language

NeuPSL: Neural Probabilistic Soft Logic

14 June 2022 by Connor Pryor and others

Machine Learning

Addressing Issues of Cross-Linguality in Open-Retrieval Question Answering Systems For Emergent Domains

26 January 2022 by Alon Albalak and others

Computation and Language, Information Retrieval

Modeling Discolsive Transparency in NLP Application Descriptions

17 April 2021 by Michael Saxon and others

Computation and Language, Artificial Intelligence

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Topics

Computation and Language Machine Learning Artificial Intelligence Information Retrieval Human-Computer Interaction