NAACL-HLT (Findings)

Publications

2022

Yutong Shao, Nikita Bhutani, Sajjadur Rahman, Estevam Hruschka
Low-resource Entity Set Expansion: A Comprehensive Study on User-generated Text. NAACL-HLT (Findings) (2022)
Qiqi Wang, Kaiqi Zhao, Robert Amor, Benjamin Liu, Ruofan Wang
D2GCLF: Document-to-Graph Classifier for Legal Document Classification. NAACL-HLT (Findings) (2022)
Simone Tedeschi, Roberto Navigli
MultiNERD: A Multilingual, Multi-Genre and Fine-Grained Dataset for Named Entity Recognition (and Disambiguation). NAACL-HLT (Findings) (2022)
Han Wu, Haochen Tan, Kun Xu, Shuqi Liu, Lianwei Wu, Linqi Song
Zero-shot Cross-lingual Conversational Semantic Role Labeling. NAACL-HLT (Findings) (2022)
Danilo Neves Ribeiro, Shen Wang, Xiaofei Ma, Rui Dong, Xiaokai Wei, Henghui Zhu, Xinchi Chen, Peng Xu, Zhiheng Huang, Andrew O. Arnold, Dan Roth
Entailment Tree Explanations via Iterative Retrieval-Generation Reasoner. NAACL-HLT (Findings) (2022)
Jinhao Jiang, Kun Zhou, Ji-Rong Wen, Xin Zhao
$Great Truths are Always Simple: $ A Rather Simple Knowledge Encoder for Enhancing the Commonsense Reasoning Capacity of Pre-Trained Models. NAACL-HLT (Findings) (2022)
Siyu Ren, Kenny Q. Zhu
Specializing Pre-trained Language Models for Better Relational Reasoning via Network Pruning. NAACL-HLT (Findings) (2022)
Jiaheng Liu, Tan Yu, Hanyu Peng, Mingming Sun, Ping Li
Cross-Lingual Cross-Modal Consolidation for Effective Multilingual Video Corpus Moment Retrieval. NAACL-HLT (Findings) (2022)
Ziyang Luo, Yadong Xi, Jing Ma, Zhiwei Yang, Xiaoxi Mao, Changjie Fan, Rongsheng Zhang
DecBERT: Enhancing the Language Understanding of BERT with Causal Attention Masks. NAACL-HLT (Findings) (2022)
Maxat Tezekbayev, Vassilina Nikoulina, Matthias Gallé, Zhenisbek Assylbekov
Speeding Up Entmax. NAACL-HLT (Findings) (2022)
Niket Tandon, Aman Madaan, Peter Clark, Yiming Yang
Learning to repair: Repairing model output errors after deployment using a dynamic memory of feedback. NAACL-HLT (Findings) (2022)
Yifan Chen, Devamanyu Hazarika, Mahdi Namazifar, Yang Liu, Di Jin, Dilek Hakkani-Tur
Empowering parameter-efficient transfer learning by recognizing the kernel structure in self-attention. NAACL-HLT (Findings) (2022)
Minh Quang Pham, François Yvon, Josep Maria Crego
Latent Group Dropout for Multilingual and Multidomain Machine Translation. NAACL-HLT (Findings) (2022)
Ruibo Liu, Ge Zhang, Xinyu Feng, Soroush Vosoughi
Aligning Generative Language Models with Human Values. NAACL-HLT (Findings) (2022)
Yinpeng Guo, Liangyou Li, Xin Jiang, Qun Liu
FreeTransfer-X: Safe and Label-Free Cross-Lingual Transfer from Off-the-Shelf Models. NAACL-HLT (Findings) (2022)
Chenyu You, Nuo Chen, Fenglin Liu, Shen Ge, Xian Wu, Yuexian Zou
End-to-end Spoken Conversational Question Answering: Task, Dataset and Model. NAACL-HLT (Findings) (2022)
Ruixin Hong, Hongming Zhang, Xintong Yu, Changshui Zhang
METGEN: A Module-Based Entailment Tree Generation Framework for Answer Explanation. NAACL-HLT (Findings) (2022)
Shuo Lei, Xuchao Zhang, Jianfeng He, Fanglan Chen, Chang-Tien Lu
Uncertainty-Aware Cross-Lingual Transfer with Pseudo Partial Labels. NAACL-HLT (Findings) (2022)
Chia-Hsuan Lee, Aditya Siddhant, Viresh Ratnakar, Melvin Johnson
DOCmT5: Document-Level Pretraining of Multilingual Language Models. NAACL-HLT (Findings) (2022)
Yifei Zhou, Yansong Feng
Improve Discourse Dependency Parsing with Contextualized Representations. NAACL-HLT (Findings) (2022)
Zechen Li, Anders Søgaard
QLEVR: A Diagnostic Dataset for Quantificational Language and Elementary Visual Reasoning. NAACL-HLT (Findings) (2022)
Tomer Wolfson, Daniel Deutch, Jonathan Berant
Weakly Supervised Text-to-SQL Parsing through Question Decomposition. NAACL-HLT (Findings) (2022)
Zhijing Wu, Hua Xu, Jingliang Fang, Kai Gao
Continual Machine Reading Comprehension via Uncertainty-aware Fixed Memory and Adversarial Domain Adaptation. NAACL-HLT (Findings) (2022)
Yang Liu, Jinpeng Hu, Xiang Wan, Tsung-Hui Chang
Learn from Relation Information: Towards Prototype Representation Rectification for Few-Shot Relation Extraction. NAACL-HLT (Findings) (2022)
Liam Cripwell, Joël Legrand, Claire Gardent
Controllable Sentence Simplification via Operation Classification. NAACL-HLT (Findings) (2022)
Yibin Lei, Yu Cao, Dianqi Li, Tianyi Zhou, Meng Fang, Mykola Pechenizkiy
Phrase-level Textual Adversarial Attack with Label Preservation. NAACL-HLT (Findings) (2022)
Philippe Laban, Chien-Sheng Wu, Lidiya Murakhovs'ka, Wenhao Liu, Caiming Xiong
Quiz Design Task: Helping Teachers Create Quizzes with Automated Question Generation. NAACL-HLT (Findings) (2022)
Daniel Spokoyny, Ivan Lee, Zhao Jin, Taylor Berg-Kirkpatrick
Masked Measurement Prediction: Learning to Jointly Predict Quantities and Units from Textual Context. NAACL-HLT (Findings) (2022)
Jiarun Wu, Qingliang Chen, Zeguan Xiao, Yuliang Gu, Mengsi Sun
Pruning Adatperfusion with Lottery Ticket Hypothesis. NAACL-HLT (Findings) (2022)
Senhui Zhang, Tao Ji, Wendi Ji, Xiaoling Wang
Zero-Shot Event Detection Based on Ordered Contrastive Learning and Prompt-Based Prediction. NAACL-HLT (Findings) (2022)
Jiaxin Bai, Zihao Wang, Hongming Zhang, Yangqiu Song
Query2Particles: Knowledge Graph Reasoning with Particle Embeddings. NAACL-HLT (Findings) (2022)
Qi Zeng, Qiusi Zhan, Heng Ji
EA²E: Improving Consistency with Event Awareness for Document-Level Argument Extraction. NAACL-HLT (Findings) (2022)
Wanjun Zhong, Siyuan Wang, Duyu Tang, Zenan Xu, Daya Guo, Yining Chen, Jiahai Wang, Jian Yin, Ming Zhou, Nan Duan
Analytical Reasoning of Text. NAACL-HLT (Findings) (2022)
Oscar Sainz, Itziar Gonzalez-Dios, Oier Lopez de Lacalle, Bonan Min, Eneko Agirre
Textual Entailment for Event Argument Extraction: Zero- and Few-Shot with Multi-Source Learning. NAACL-HLT (Findings) (2022)
Shivam Sharma, Md. Shad Akhtar, Preslav Nakov, Tanmoy Chakraborty
DISARM: Detecting the Victims Targeted by Harmful Memes. NAACL-HLT (Findings) (2022)
Zhenwen Liang, Jipeng Zhang, Lei Wang, Wei Qin, Yunshi Lan, Jie Shao, Xiangliang Zhang
MWP-BERT: Numeracy-Augmented Pre-training for Math Word Problem Solving. NAACL-HLT (Findings) (2022)
Christos Papadopoulos, Yannis Panagakis, Manolis Koubarakis, Mihalis Nicolaou
Efficient Learning of Multiple NLP Tasks via Collective Weight Factorization on BERT. NAACL-HLT (Findings) (2022)
Duy-Hung Nguyen, Nguyen-Viet-Dung Nghiem, Bao-Sinh Nguyen, Dung Tien Le, Shahab Sabahi, Minh-Tien Nguyen, Hung Le
Make The Most of Prior Data: A Solution for Interactive Text Summarization with Preference Feedback. NAACL-HLT (Findings) (2022)
Sian Gooding, Manuel Tragut
One Size Does Not Fit All: The Case for Personalised Word Complexity Models. NAACL-HLT (Findings) (2022)
Haeju Lee, Oh Joon Kwon, Yunseon Choi, Minho Park, Ran Han, Yoonhyung Kim, Jinhyeon Kim, Youngjune Lee, Haebin Shin, Kangwook Lee, Kee-Eung Kim
Learning to Embed Multi-Modal Contexts for Situated Conversational Agents. NAACL-HLT (Findings) (2022)
Mengjie Zhao, Fei Mi, Yasheng Wang, Minglei Li, Xin Jiang, Qun Liu, Hinrich Schütze
LMTurk: Few-Shot Learners as Crowdsourcing Workers in a Language-Model-as-a-Service Framework. NAACL-HLT (Findings) (2022)
Hongzhan Lin, Jing Ma, Liangliang Chen, Zhiwei Yang, Mingfei Cheng, Guang Chen
Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning. NAACL-HLT (Findings) (2022)
Haneul Yoo, Jiho Jin, Juhee Son, JinYeong Bak, Kyunghyun Cho, Alice Oh
HUE: Pretrained Model and Dataset for Understanding Hanja Documents of Ancient Korea. NAACL-HLT (Findings) (2022)
Xiaozhi Zhu, Tianyong Hao, Sijie Cheng, Fu Lee Wang, Hai Liu
A Self-supervised Joint Training Framework for Document Reranking. NAACL-HLT (Findings) (2022)
Barlas Oguz, Kushal Lakhotia, Anchit Gupta, Patrick Lewis, Vladimir Karpukhin, Aleksandra Piktus, Xilun Chen, Sebastian Riedel, Scott Yih, Sonal Gupta, Yashar Mehdad
Domain-matched Pre-training Tasks for Dense Retrieval. NAACL-HLT (Findings) (2022)
Yaqing Wang, Subhabrata Mukherjee, Xiaodong Liu, Jing Gao, Ahmed Hassan Awadallah, Jianfeng Gao
LiST: Lite Prompted Self-training Makes Parameter-efficient Few-shot Learners. NAACL-HLT (Findings) (2022)
Yixuan Su, Fangyu Liu, Zaiqiao Meng, Tian Lan, Lei Shu, Ehsan Shareghi, Nigel Collier
TaCL: Improving BERT Pre-training with Token-aware Contrastive Learning. NAACL-HLT (Findings) (2022)
Yongtai Liu, Joshua Maynez, Gonçalo Simões, Shashi Narayan
Data Augmentation for Low-Resource Dialogue Summarization. NAACL-HLT (Findings) (2022)
Maria Nadejde, Anna Currey, Benjamin Hsu, Xing Niu, Marcello Federico, Georgiana Dinu
CoCoA-MT: A Dataset and Benchmark for Contrastive Controlled MT with Application to Formality. NAACL-HLT (Findings) (2022)
Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. NAACL-HLT (Findings) (2022)