In-Context Learning for Extreme Multi-Label Classification

In-Context Learning for Extreme Multi-Label Classification

22 January 2024

Karel DÓosterlinck

Thomas Demeester

Christopher Potts

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Papers citing "In-Context Learning for Extreme Multi-Label Classification"

10 / 10 papers shown

Title
DSPy: Compiling Declarative Language Model Calls into Self-Improving Pipelines Omar Khattab Arnav Singhvi Paridhi Maheshwari Zhiyuan Zhang Keshav Santhanam ... Thomas T. Joshi Hanna Moazam Heather Miller Matei A. Zaharia Christopher Potts RALM 81 271 0 05 Oct 2023
Llama 2: Open Foundation and Fine-Tuned Chat Models Hugo Touvron Louis Martin Kevin R. Stone Peter Albert Amjad Almahairi ... Sharan Narang Aurelien Rodriguez Robert Stojnic Sergey Edunov Thomas Scialom AI4MH ALM 299 11,894 0 18 Jul 2023
Large Language Models as Batteries-Included Zero-Shot ESCO Skills Matchers Benjamin Clavié Guillaume Soulié 67 13 0 07 Jul 2023
IDAS: Intent Discovery with Abstractive Summarization Maarten De Raedt Fréderic Godin Thomas Demeester Chris Develder 88 19 0 31 May 2023
BioDEX: Large-Scale Biomedical Adverse Drug Event Extraction for Real-World Pharmacovigilance Karel DÓosterlinck François Remy Johannes Deleu Thomas Demeester Chris Develder Klim Zaporojets Aneiss Ghodsi Simon Ellershaw Jack R. Collins Christopher Potts 78 11 0 22 May 2023
BioLORD: Learning Ontological Representations from Definitions (for Biomedical Concepts and their Textual Descriptions) François Remy Kris Demuynck Thomas Demeester 54 14 0 21 Oct 2022
Scaling Instruction-Finetuned Language Models Hyung Won Chung Le Hou Shayne Longpre Barret Zoph Yi Tay ... Jacob Devlin Adam Roberts Denny Zhou Quoc V. Le Jason W. Wei ReLM LRM 189 3,128 0 20 Oct 2022
Design of Negative Sampling Strategies for Distantly Supervised Skill Extraction Jens-Joris Decorte Jeroen Van Hautte Johannes Deleu Chris Develder Thomas Demeester 47 13 0 13 Sep 2022
SkillSpan: Hard and Soft Skill Extraction from English Job Postings Mike Zhang Kristian Nørgaard Jensen Sif Dam Sonniks Barbara Plank 94 55 0 27 Apr 2022
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.3K 12,226 0 27 Aug 2019