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2307.00524
Cited By
Large Language Models Enable Few-Shot Clustering
Transactions of the Association for Computational Linguistics (TACL), 2023
2 July 2023
Vijay Viswanathan
Kiril Gashteovski
Carolin (Haas) Lawrence
Tongshuang Wu
Graham Neubig
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Papers citing
"Large Language Models Enable Few-Shot Clustering"
27 / 27 papers shown
The Riddle of Reflection: Evaluating Reasoning and Self-Awareness in Multilingual LLMs using Indian Riddles
Abhinav P M
Ojasva Saxena
Oswald Christopher
Parameswari Krishnamurthy
LRM
136
1
0
02 Nov 2025
PARL: Prompt-based Agents for Reinforcement Learning
Yarik Menchaca Resendiz
Roman Klinger
LLMAG
LRM
232
0
0
24 Oct 2025
LUMI: Unsupervised Intent Clustering with Multiple Pseudo-Labels
I-Fan Lin
Faegheh Hasibi
Suzan Verberne
VLM
228
0
0
16 Oct 2025
In-Context Clustering with Large Language Models
Ying Wang
Mengye Ren
Andrew Gordon Wilson
200
1
0
09 Oct 2025
LLMs Enable Bag-of-Texts Representations for Short-Text Clustering
I-Fan Lin
Faegheh Hasibi
Suzan Verberne
166
0
0
08 Oct 2025
Controllable Conversational Theme Detection Track at DSTC 12
Igor Shalyminov
Hang Su
Jake W. Vincent
Siffi Singh
Jason (Jinglun) Cai
James Gung
Raphael Shu
Saab Mansour
187
0
0
26 Aug 2025
TASER: Table Agents for Schema-guided Extraction and Recommendation
Nicole Cho
Kirsty Fielding
William Watson
Sumitra Ganesh
Manuela Veloso
LMTD
318
0
0
18 Aug 2025
Bootstrap Deep Spectral Clustering with Optimal Transport
Wengang Guo
Wei Ye
Chunchun Chen
Xin Sun
Christian Böhm
Claudia Plant
Susanto Rahardja
OT
310
2
0
06 Aug 2025
HERCULES: Hierarchical Embedding-based Recursive Clustering Using LLMs for Efficient Summarization
Gabor Petnehazi
Bernadett Aradi
248
3
0
24 Jun 2025
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research Corpora
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Priyanka Kargupta
Nan Zhang
Yunyi Zhang
Rui Zhang
P. Mitra
Jiawei Han
442
9
0
12 Jun 2025
LLM-as-a-qualitative-judge: automating error analysis in natural language generation
Nadezhda Chirkova
Tunde Oluwaseyi Ajayi
Seth Aycock
Zain Muhammad Mujahid
Vladana Perlić
Ekaterina Borisova
Markarit Vartampetian
ELM
463
2
0
10 Jun 2025
RPM: Reasoning-Level Personalization for Black-Box Large Language Models
Jieyong Kim
Kwangwook Seo
Soojin Yoon
Jaehyung Kim
Dongha Lee
LRM
680
2
0
27 May 2025
Science Hierarchography: Hierarchical Organization of Science Literature
Muhan Gao
Jash Shah
Weiqi Wang
Daniel Khashabi
Daniel Khashabi
707
5
0
18 Apr 2025
SPILL: Domain-Adaptive Intent Clustering based on Selection and Pooling with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
I-Fan Lin
Faegheh Hasibi
Suzan Verberne
352
1
0
19 Mar 2025
Dataset Featurization: Uncovering Natural Language Features through Unsupervised Data Reconstruction
Michal Bravansky
Vaclav Kubon
Suhas Hariharan
Robert Kirk
461
2
0
24 Feb 2025
On Synthesizing Data for Context Attribution in Question Answering
Annual Meeting of the Association for Computational Linguistics (ACL), 2025
Gorjan Radevski
Kiril Gashteovski
Shahbaz Syed
Christopher Malon
Sebastien Nicolas
...
Masafumi Enomoto
Kunihiro Takeoka
Masafumi Oyamada
Goran Glavaš
Carolin (Haas) Lawrence
273
1
0
21 Feb 2025
LLM-Rubric: A Multidimensional, Calibrated Approach to Automated Evaluation of Natural Language Texts
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Helia Hashemi
J. Eisner
Corby Rosset
Benjamin Van Durme
Chris Kedzie
587
69
0
03 Jan 2025
RWKV-edge: Deeply Compressed RWKV for Resource-Constrained Devices
Wonkyo Choe
Yangfeng Ji
F. Lin
612
1
0
14 Dec 2024
ERASMO: Leveraging Large Language Models for Enhanced Clustering Segmentation
Fillipe dos Santos Silva
Gabriel Kenzo Kakimoto
Julio Cesar dos Reis
Marcelo S. Reis
346
4
0
01 Oct 2024
Text Clustering as Classification with LLMs
Chen Huang
Guoxiu He
503
16
0
30 Sep 2024
Explaining Datasets in Words: Statistical Models with Natural Language Parameters
Neural Information Processing Systems (NeurIPS), 2024
Ruiqi Zhong
Heng Wang
Dan Klein
Jacob Steinhardt
383
19
0
13 Sep 2024
ZeroDL: Zero-shot Distribution Learning for Text Clustering via Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Hwiyeol Jo
Hyunwoo Lee
Kang Min Yoo
Taiwoo Park
242
1
0
19 Jun 2024
Exploring Key Point Analysis with Pairwise Generation and Graph Partitioning
Xiao Li
Yong Jiang
Shen Huang
Pengjun Xie
Gong Cheng
Fei Huang
272
4
0
17 Apr 2024
Fast, Scalable, Warm-Start Semidefinite Programming with Spectral Bundling and Sketching
Rico Angell
Andrew McCallum
431
4
0
19 Dec 2023
Art or Artifice? Large Language Models and the False Promise of Creativity
International Conference on Human Factors in Computing Systems (CHI), 2023
Tuhin Chakrabarty
Philippe Laban
Divyansh Agarwal
Smaranda Muresan
Chien-Sheng Wu
489
234
0
25 Sep 2023
Topic Detection and Tracking with Time-Aware Document Embeddings
Hang Jiang
Doug Beeferman
Weiquan Mao
D. Roy
AI4TS
299
2
0
12 Dec 2021
Efficient Intent Detection with Dual Sentence Encoders
I. Casanueva
Tadas Temvcinas
D. Gerz
Matthew Henderson
Ivan Vulić
VLM
833
596
0
10 Mar 2020
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