| layout | title | order | collection |
|---|---|---|---|
main-2022 |
Accepted Papers |
2 |
pages_2022 |
Pedro Henrique Martins, Zita Marinho, Andre Martins **Improving Discriminative Learning for Zero-Shot Relation Extraction**
Van-Hien Tran, Hiroki Ouchi, Taro Watanabe, Yuji Matsumoto **Choose Your QA Model Wisely: A Systematic Study of Generative and Extractive Readers for Question Answering**
Man Luo, Kazuma Hashimoto, Semih Yavuz, Zhiwei Liu, Chitta Baral, Yingbo Zhou **Field Extraction from Forms with Unlabeled Data**
Mingfei Gao, Zeyuan Chen, Nikhil Naik, Kazuma Hashimoto, Caiming Xiong, Ran Xu **Knowledge Base Index Compression via Dimensionality and Precision Reduction**
Vilém Zouhar, Marius Mosbach, Miaoran Zhang, Dietrich Klakow **A Survey of Knowledge-Intensive NLP with Pre-Trained Language Models**
Da Yin, Li Dong, Hao Cheng, Xiaodong Liu, Kai-Wei Chang, Furu Wei, Jianfeng Gao **KNN-BERT: Fine-Tuning Pre-Trained Models with KNN Classifier**
Linyang Li, Demin Song, Ruotian Ma, Xipeng Qiu, Xuanjing Huang **Learning to Retrieve Passages without Supervision**
Ori Ram,Gal Shachaf,Omer Levy,Jonathan Berant,Amir Globerson **Hyperlink-induced Pre-training for Passage Retrieval in Open-domain Question Answering**
Jiawei Zhou, Xiaoguang, Lifeng Shang, Lan Luo, Ke Zhan, Enrui Hu, Xinyu Zhang, Hao Jiang, Zhao Cao, Fan Yu, Xin Jiang, Qun Liu, Lei Chen **Towards Continual Knowledge Learning of Language Models**
Joel Jang, Seonghyeon Ye, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Stanley Jungkyu Choi, Minjoon Seo **Learning Cross-Lingual IR from an English Retriever**
Yulong Li, Martin Franz, Md Arafat Sultan, Bhavani Iyer, Young-Suk Lee, Avirup Sil **C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References**
Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen **Towards Unsupervised Dense Information Retrieval with Contrastive Learning**
Gautier Izacard, Mathilde Caron, Lucas Hosseini, Sebastian Riedel, Piotr Bojanowski, Armand Joulin, Edouard Grave
Internet-augmented language models through few-shot prompting for open-domain question answering
Anonymous
Maartje ter Hoeve, Evgeny Kharitonov, Dieuwke Hupkes, Emmanuel Dupoux **GUD-IR: Generative Retrieval for Semiparametric Models**
Aman Madaan, Niket Tandon, Peter Clark, Yiming Yang **Less is More: Summary of Long Instructions is Better for Program Synthesis**
Kirby Kuznia, Swaroop Mishra, Mihir Parmar, Chitta Baral **How Many Data Samples is an Additional Instruction Worth?**
Ravsehaj Singh Puri, Swaroop Mishra, Mihir Parmar, Chitta Baral **Is Retriever Merely an Approximator of Reader?**
Sohee Yang, Minjoon Seo **TemporalWiki: A Lifelong Benchmark for Training and Evaluating Ever-Evolving Language Models**
Joel Jang, Seonghyeon ye, Changho Lee, Sohee Yang, Joongbo Shin, Janghoon Han, Gyeonghun Kim, Minjoon Seo **Unsupervised Cross-Task Generalization via Retrieval Augmentation**
Bill Yuchen Lin, Kangmin Tan, Chris Scott Miller, Beiwen Tian, Xiang Ren **Controllable Semantic Parsing via Retrieval Augmentation**
Panupong Pasupat, Yuan Zhang, Kelvin Guu **StreamingQA: A Benchmark for Adaptation to New Knowledge over Timein Question Answering Models**
Adam Liska, Tomas Kocisky, Elena Gribovskaya, Tayfun Terzi, Eren Sezener, Devang Agrawal, Cyprien de Masson d’Autume, Tim Scholtes, Manzil Zaheer, Susannah Young, Ellen Gilsenan-McMahon, Sophia Austin, Phil Blunsom, Angeliki Lazaridou **On the Effect of Pretraining Corpora on In-context Few-shot Learning by a Large-scale Language Model**
Seongjin Shin, Sang-Woo Lee, Hwijeen Ahn, Sungdong Kim, HyoungSeok Kim, Boseop Kim, Kyunghyun Cho, Gichang Lee, Woomyoung Park, Jung-Woo Ha, Nako Sung **Exploring Dual Encoder Architectures for Question Answering**
Zhe Dong, Jianmo Ni, Daniel M. Bikel, Enrique Alfonseca, Yuan Wang, Chen Qu, Imed Zitouni **RETRONLU: Retrieval Augmented Task-Oriented Semantic Parsing**
Vivek Gupta, Akshat Shrivastava, Adithya Sagar, Armen Aghajanyan, Denis Savenkov **PERKGQA: Question Answering over Personalized Knowledge Graphs**
Ritam Dutt, Kasturi Bhattacharjee, Rashmi Gangadharaiah, Dan Roth, Carolyn Penstein Rosé **Learning To Retrieve Prompts for In-Context Learning**
Ohad Rubin, Jonathan Herzig, Jonathan Berant