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1908.05852
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Reasoning Over Paragraph Effects in Situations
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2019
16 August 2019
Kevin Lin
Oyvind Tafjord
Peter Clark
Matt Gardner
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Papers citing
"Reasoning Over Paragraph Effects in Situations"
50 / 89 papers shown
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266
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Leveraging Submodule Linearity Enhances Task Arithmetic Performance in LLMs
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SuperMerge: An Approach For Gradient-Based Model Merging
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SimRAG: Self-Improving Retrieval-Augmented Generation for Adapting Large Language Models to Specialized Domains
North American Chapter of the Association for Computational Linguistics (NAACL), 2024
Ran Xu
Hui Liu
Jiapeng Liu
Zhenwei Dai
Yaochen Xie
...
Chen Luo
Yang Li
Joyce C. Ho
Carl Yang
Qi He
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28 Jan 2025
A Little Human Data Goes A Long Way
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Jonathan May
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645
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What Matters for Model Merging at Scale?
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206
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Lucy G. Cheke
José Hernández-Orallo
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309
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454
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02 Jul 2024
Instruction Pre-Training: Language Models are Supervised Multitask Learners
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Yuxian Gu
Shaohan Huang
Junyu Bi
Shiyu Huang
Furu Wei
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334
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Paraphrasing in Affirmative Terms Improves Negation Understanding
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Eduardo Blanco
323
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Localizing Task Information for Improved Model Merging and Compression
International Conference on Machine Learning (ICML), 2024
Ke Wang
Nikolaos Dimitriadis
Guillermo Ortiz-Jimenez
Franccois Fleuret
Pascal Frossard
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332
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13 May 2024
Continual Learning of Large Language Models: A Comprehensive Survey
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Zihao Xu
Hengyi Wang
Weiyi Qin
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Yibin Wang
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Sayna Ebrahimi
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475
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25 Apr 2024
Multi-Task Inference: Can Large Language Models Follow Multiple Instructions at Once?
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Sangwon Baek
Sangdae Nam
Guijin Son
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ELM
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494
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18 Feb 2024
CFMatch: Aligning Automated Answer Equivalence Evaluation with Expert Judgments For Open-Domain Question Answering
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306
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ChatQA: Surpassing GPT-4 on Conversational QA and RAG
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Joshua Bensemann
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Patricia Riddle
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261
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How Much Consistency Is Your Accuracy Worth?
Jacob K. Johnson
Ana Marasović
170
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Towards LogiGLUE: A Brief Survey and A Benchmark for Analyzing Logical Reasoning Capabilities of Language Models
Man Luo
Shrinidhi Kumbhar
Ming shen
Mihir Parmar
Neeraj Varshney
Pratyay Banerjee
Somak Aditya
Chitta Baral
ReLM
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536
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02 Oct 2023
Learning Deductive Reasoning from Synthetic Corpus based on Formal Logic
International Conference on Machine Learning (ICML), 2023
Terufumi Morishita
Gaku Morio
Atsuki Yamaguchi
Yasuhiro Sogawa
ReLM
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AI4CE
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321
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11 Aug 2023
Teaching Smaller Language Models To Generalise To Unseen Compositional Questions
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N. Tan
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297
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02 Aug 2023
Text Alignment Is An Efficient Unified Model for Massive NLP Tasks
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Yichi Yang
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Zhiting Hu
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390
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06 Jul 2023
Chain-of-Questions Training with Latent Answers for Robust Multistep Question Answering
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Peng Guo
Jesse Thomason
Robin Jia
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335
14
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24 May 2023
Few-shot Unified Question Answering: Tuning Models or Prompts?
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Srijan Bansal
Semih Yavuz
Bo Pang
Meghana Moorthy Bhat
Yingbo Zhou
455
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340
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Prompting with Pseudo-Code Instructions
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Mayank Mishra
Praveen Venkateswaran
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V. Rudramurthy
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415
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Pre-Training to Learn in Context
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yuxian Gu
Li Dong
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383
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16 May 2023
Evaluating Open-Domain Question Answering in the Era of Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Ehsan Kamalloo
Nouha Dziri
C. Clarke
Davood Rafiei
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551
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11 May 2023
Long-Tailed Question Answering in an Open World
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yinpei Dai
Hao Lang
Yinhe Zheng
Fei Huang
Yongbin Li
VLM
230
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11 May 2023
ReCEval: Evaluating Reasoning Chains via Correctness and Informativeness
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Archiki Prasad
Swarnadeep Saha
Xiang Zhou
Joey Tianyi Zhou
LRM
352
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21 Apr 2023
LongForm: Effective Instruction Tuning with Reverse Instructions
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Abdullatif Köksal
Timo Schick
Anna Korhonen
Hinrich Schütze
SyDa
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312
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Natural Language Reasoning, A Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Fei Yu
Hongbo Zhang
Prayag Tiwari
Benyou Wang
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438
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Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning?
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
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Cunliang Kong
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Shafiq Joty
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437
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Exploring the Benefits of Training Expert Language Models over Instruction Tuning
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Joel Jang
Seungone Kim
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Lajanugen Logeswaran
Moontae Lee
Kyungjae Lee
Minjoon Seo
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548
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Dheeraj Mekala
Jason Wolfe
Subhro Roy
326
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504
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Annual Meeting of the Association for Computational Linguistics (ACL), 2022
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Thomas Scialom
Majid Yazdani
Pouya Yanki
Angela Fan
James Henderson
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Learning Instructions with Unlabeled Data for Zero-Shot Cross-Task Generalization
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Xiaoyan Zhu
Shiyu Huang
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Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
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Joel Jang
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Few-shot Adaptation Works with UnpredicTable Data
Annual Meeting of the Association for Computational Linguistics (ACL), 2022
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Michael Pieler
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BioTABQA: Instruction Learning for Biomedical Table Question Answering
Conference and Labs of the Evaluation Forum (CLEF), 2022
Man Luo
S. Saxena
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Mihir Parmar
Chitta Baral
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KnowDA: All-in-One Knowledge Mixture Model for Data Augmentation in Low-Resource NLP
International Conference on Learning Representations (ICLR), 2022
Yufei Wang
Jiayi Zheng
Can Xu
Xiubo Geng
Tao Shen
Chongyang Tao
Daxin Jiang
VLM
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259
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Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2022
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Juan Zha
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MoE
353
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On the Paradox of Learning to Reason from Data
International Joint Conference on Artificial Intelligence (IJCAI), 2022
Honghua Zhang
Liunian Harold Li
Tao Meng
Kai-Wei Chang
Karen Ullrich
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ReLM
OOD
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486
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Interpretable Proof Generation via Iterative Backward Reasoning
North American Chapter of the Association for Computational Linguistics (NAACL), 2022
Hanhao Qu
Yu Cao
Jun Gao
Liang Ding
Ruifeng Xu
LRM
820
20
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Don't Blame the Annotator: Bias Already Starts in the Annotation Instructions
Conference of the European Chapter of the Association for Computational Linguistics (EACL), 2022
Mihir Parmar
Swaroop Mishra
Mor Geva
Chitta Baral
516
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01 May 2022
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