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Finding Support Examples for In-Context Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
27 February 2023
Xiaonan Li
Xipeng Qiu
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Papers citing
"Finding Support Examples for In-Context Learning"
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Parallel Structures in Pre-training Data Yield In-Context Learning
Yanda Chen
Chen Zhao
Zhou Yu
Kathleen McKeown
He He
187
27
0
19 Feb 2024
In-Context Learning Demonstration Selection via Influence Analysis
Vinay M.S.
Minh-Hao Van
Xintao Wu
301
12
0
19 Feb 2024
Crafting a Good Prompt or Providing Exemplary Dialogues? A Study of In-Context Learning for Persona-based Dialogue Generation
Jiashu Pu
Yajing Wan
Yuru Zhang
Jing Chen
Ling Cheng
Qian Shao
Yongzhu Chang
Tangjie Lv
Rongsheng Zhang
228
1
0
15 Feb 2024
DFA-RAG: Conversational Semantic Router for Large Language Model with Definite Finite Automaton
Yiyou Sun
Junjie Hu
Wei Cheng
Haifeng Chen
RALM
AI4CE
406
3
0
06 Feb 2024
Automatic Combination of Sample Selection Strategies for Few-Shot Learning
Branislav Pecher
Ivan Srba
Maria Bielikova
Joaquin Vanschoren
248
3
0
05 Feb 2024
Assistive Large Language Model Agents for Socially-Aware Negotiation Dialogues
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Yuncheng Hua
Zhuang Li
Gholamreza Haffari
537
18
0
29 Jan 2024
In-context Learning with Retrieved Demonstrations for Language Models: A Survey
an Luo
Xin Xu
Yue Liu
Panupong Pasupat
Mehran Kazemi
RALM
716
78
0
21 Jan 2024
Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Ján Cegin
Branislav Pecher
Jakub Simko
Ivan Srba
Maria Bielikova
Peter Brusilovsky
250
20
0
12 Jan 2024
Misconfidence-based Demonstration Selection for LLM In-Context Learning
Shangqing Xu
Chao Zhang
240
24
0
12 Jan 2024
Grimoire is All You Need for Enhancing Large Language Models
Simin Niu
Chenyang Xi
Qingchen Yu
Zhiyu Li
Wenjin Wang
Feiyu Xiong
Shichao Song
266
5
0
07 Jan 2024
Overview of the PromptCBLUE Shared Task in CHIP2023
Wei-wei Zhu
Xiaoling Wang
Mosha Chen
Buzhou Tang
LM&MA
ELM
243
12
0
29 Dec 2023
One-Shot Learning as Instruction Data Prospector for Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yunshui Li
Binyuan Hui
Xiaobo Xia
Jiaxi Yang
Min Yang
...
Ling-Hao Chen
Junhao Liu
Tongliang Liu
Fei Huang
Yongbin Li
372
46
0
16 Dec 2023
Lever LM: Configuring In-Context Sequence to Lever Large Vision Language Models
Neural Information Processing Systems (NeurIPS), 2023
Xu Yang
Yingzhe Peng
Haoxuan Ma
Shuo Xu
Chi Zhang
Yucheng Han
Hanwang Zhang
419
5
0
15 Dec 2023
Take One Step at a Time to Know Incremental Utility of Demonstration: An Analysis on Reranking for Few-Shot In-Context Learning
Kazuma Hashimoto
K. Raman
Michael Bendersky
394
2
0
16 Nov 2023
Which Examples to Annotate for In-Context Learning? Towards Effective and Efficient Selection
Costas Mavromatis
Ninad Kulkarni
Zhengyuan Shen
Jiani Zhang
Huzefa Rangwala
Christos Faloutsos
George Karypis
260
38
0
30 Oct 2023
IDEAL: Influence-Driven Selective Annotations Empower In-Context Learners in Large Language Models
Shaokun Zhang
Xiaobo Xia
Zhaoqing Wang
Ling-Hao Chen
Jiale Liu
Qingyun Wu
Tongliang Liu
289
27
0
16 Oct 2023
Towards Informative Few-Shot Prompt with Maximum Information Gain for In-Context Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hongfu Liu
Ye Wang
178
11
0
13 Oct 2023
Not All Demonstration Examples are Equally Beneficial: Reweighting Demonstration Examples for In-Context Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Zhe Yang
Damai Dai
Peiyi Wang
Zhifang Sui
207
13
0
12 Oct 2023
SEER : A Knapsack approach to Exemplar Selection for In-Context HybridQA
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Jonathan Tonglet
Manon Reusens
Philipp Borchert
Bart Baesens
299
7
0
10 Oct 2023
Fine-tune Language Models to Approximate Unbiased In-context Learning
Timothy Chu
Zhao Song
Chiwun Yang
260
17
0
05 Oct 2023
Dynamic Demonstrations Controller for In-Context Learning
Fei Zhao
Taotian Pang
Zhen Wu
Zheng Ma
Shujian Huang
Xinyu Dai
197
7
0
30 Sep 2023
In-Context Learning Learns Label Relationships but Is Not Conventional Learning
International Conference on Learning Representations (ICLR), 2023
Jannik Kossen
Y. Gal
Tom Rainforth
586
53
0
23 Jul 2023
Skill-Based Few-Shot Selection for In-Context Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shengnan An
Bo Zhou
Zeqi Lin
Qiang Fu
B. Chen
Nanning Zheng
Weizhu Chen
Jian-Guang Lou
398
45
0
23 May 2023
Iterative Forward Tuning Boosts In-Context Learning in Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiaxi Yang
Binyuan Hui
Min Yang
Bailin Wang
Bowen Li
Binhua Li
Fei Huang
Yongbin Li
285
19
0
22 May 2023
Cue-CoT: Chain-of-thought Prompting for Responding to In-depth Dialogue Questions with LLMs
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Hongru Wang
Rui Wang
Fei Mi
Yang Deng
Zezhong Wang
Bin Liang
Ruifeng Xu
Kam-Fai Wong
LRM
242
87
0
19 May 2023
MoT: Memory-of-Thought Enables ChatGPT to Self-Improve
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Xiaonan Li
Xipeng Qiu
ReLM
KELM
LRM
AI4MH
336
51
0
09 May 2023
Unified Demonstration Retriever for In-Context Learning
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Xiaonan Li
Kai Lv
Hang Yan
Tianya Lin
Wei-wei Zhu
Yuan Ni
Guotong Xie
Xiaoling Wang
Xipeng Qiu
RALM
VPVLM
279
186
0
07 May 2023
ChatGPT Evaluation on Sentence Level Relations: A Focus on Temporal, Causal, and Discourse Relations
Chunkit Chan
Cheng Jiayang
Weiqi Wang
Yuxin Jiang
Tianqing Fang
Xin Liu
Yangqiu Song
LRM
352
67
0
28 Apr 2023
Large Language Model Instruction Following: A Survey of Progresses and Challenges
Computational Linguistics (CL), 2023
Renze Lou
Kai Zhang
Wenpeng Yin
ALM
LRM
858
40
0
18 Mar 2023
A Survey on In-context Learning
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
Qingxiu Dong
Lei Li
Damai Dai
Ce Zheng
Jingyuan Ma
...
Zhiyong Wu
Baobao Chang
Xu Sun
Lei Li
Zhifang Sui
ReLM
AIMat
534
890
0
31 Dec 2022
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