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ACL/IJCNLP 2021: Virtual Event
- Chengqing Zong, Fei Xia, Wenjie Li, Roberto Navigli:
Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, ACL/IJCNLP 2021, (Volume 2: Short Papers), Virtual Event, August 1-6, 2021. Association for Computational Linguistics 2021, ISBN 978-1-954085-53-4 - Frontmatter.
- Nir Sweed, Dafna Shahaf:
Catchphrase: Automatic Detection of Cultural References. 1-7 - Ernie Chang, Xiaoyu Shen, Hui-Syuan Yeh, Vera Demberg:
On Training Instance Selection for Few-Shot Neural Text Generation. 8-13 - Yuval Kirstain, Ori Ram, Omer Levy:
Coreference Resolution without Span Representations. 14-19 - Chun Chen, Fang Kong:
Enhancing Entity Boundary Detection for Better Chinese Named Entity Recognition. 20-25 - Runzhe Zhan, Xuebo Liu, Derek F. Wong, Lidia S. Chao:
Difficulty-Aware Machine Translation Evaluation. 26-32 - Yubo Xie
, Junze Li, Pearl Pu:
Uncertainty and Surprisal Jointly Deliver the Punchline: Exploiting Incongruity-Based Features for Humor Recognition. 33-39 - Sharmila Reddy Nangi, Niyati Chhaya, Sopan Khosla, Nikhil Kaushik, Harshit Nyati:
Counterfactuals to Control Latent Disentangled Text Representations for Style Transfer. 40-48 - Kawin Ethayarajh, Dan Jurafsky:
Attention Flows are Shapley Value Explanations. 49-54 - Hui Liu, Xiaojun Wan:
Video Paragraph Captioning as a Text Summarization Task. 55-60 - Daniel Rosenberg, Itai Gat, Amir Feder, Roi Reichart:
Are VQA Systems RAD? Measuring Robustness to Augmented Data with Focused Interventions. 61-70 - Sayan Ghosh, Zheng Qi, Snigdha Chaturvedi, Shashank Srivastava:
How Helpful is Inverse Reinforcement Learning for Table-to-Text Generation? 71-79 - Casper Hansen, Christian Hansen, Lucas Chaves Lima:
Automatic Fake News Detection: Are Models Learning to Reason? 80-86 - Ashish Shrivastava, Kaustubh D. Dhole, Abhinav Bhatt, Sharvani Raghunath:
Saying No is An Art: Contextualized Fallback Responses for Unanswerable Dialogue Queries. 87-92 - Karthik Ganesan, Pakhi Bamdev, Jaivarsan B, Amresh Venugopal, Abhinav Tushar:
N-Best ASR Transformer: Enhancing SLU Performance using Multiple ASR Hypotheses. 93-98 - Adithya Renduchintala, Denise Díaz, Kenneth Heafield
Gender bias amplification during Speed-Quality optimization in Neural Machine Translation. 99-109 - Sachin Kumar, Antonios Anastasopoulos, Shuly Wintner, Yulia Tsvetkov:
Machine Translation into Low-resource Language Varieties. 110-121 - Clara Meister, Stefan Lazov, Isabelle Augenstein
Is Sparse Attention more Interpretable? 122-129 - Ulme Wennberg, Gustav Eje Henter:
The Case for Translation-Invariant Self-Attention in Transformer-Based Language Models. 130-140 - Nora Hollenstein, Lisa Beinborn:
Relative Importance in Sentence Processing. 141-150 - Mingyue Han
Doing Good or Doing Right? Exploring the Weakness of Commonsense Causal Reasoning Models. 151-157 - Aaron Traylor, Roman Feiman, Ellie Pavlick:
AND does not mean OR: Using Formal Languages to Study Language Models' Representations. 158-167 - Nitish Gupta, Sameer Singh, Matt Gardner:
Enforcing Consistency in Weakly Supervised Semantic Parsing. 168-174 - David Gaddy, Dan Klein:
An Improved Model for Voicing Silent Speech. 175-181 - Alexandra Sasha Luccioni, Joseph D. Viviano:
What's in the Box? An Analysis of Undesirable Content in the Common Crawl Corpus. 182-189 - Abiola Obamuyide, Marina Fomicheva, Lucia Specia:
Continual Quality Estimation with Online Bayesian Meta-Learning. 190-197 - Xichen Shang, Qianli Ma, Zhenxi Lin, Jiangyue Yan, Zipeng Chen:
A Span-based Dynamic Local Attention Model for Sequential Sentence Classification. 198-203 - Jack Hessel, Alexandra Schofield:
How effective is BERT without word ordering? Implications for language understanding and data privacy. 204-211 - Nachshon Cohen, Oren Kalinsky, Yftah Ziser, Alessandro Moschitti:
WikiSum: Coherent Summarization Dataset for Efficient Human-Evaluation. 212-219 - Hwanhee Lee
UMIC: An Unreferenced Metric for Image Captioning via Contrastive Learning. 220-226 - Tobias Eder, Viktor Hangya
Anchor-based Bilingual Word Embeddings for Low-Resource Languages. 227-232 - Jian Yang, Yuwei Yin
Multilingual Agreement for Multilingual Neural Machine Translation. 233-239 - Ran Zmigrod, Tim Vieira, Ryan Cotterell
Higher-order Derivatives of Weighted Finite-state Machines. 240-248 - Shweta Yadav, Deepak Gupta, Asma Ben Abacha, Dina Demner-Fushman:
Reinforcement Learning for Abstractive Question Summarization with Question-aware Semantic Rewards. 249-255 - Tahira Naseem, Srinivas Ravishankar, Nandana Mihindukulasooriya, Ibrahim Abdelaziz, Young-Suk Lee, Pavan Kapanipathi, Salim Roukos, Alfio Gliozzo, Alexander G. Gray:
A Semantics-aware Transformer Model of Relation Linking for Knowledge Base Question Answering. 256-262 - Yinfei Yang, Ning Jin, Kuo Lin, Mandy Guo, Daniel Cer:
Neural Retrieval for Question Answering with Cross-Attention Supervised Data Augmentation. 263-268 - Zhan Shi, Hui Liu, Xiaodan Zhu:
Enhancing Descriptive Image Captioning with Natural Language Inference. 269-277 - Nicholas FitzGerald, Daniel M. Bikel, Jan A. Botha, Daniel Gillick, Tom Kwiatkowski, Andrew McCallum:
MOLEMAN: Mention-Only Linking of Entities with a Mention Annotation Network. 278-285 - Tiberiu Sosea, Cornelia Caragea:
eMLM: A New Pre-training Objective for Emotion Related Tasks. 286-293 - Madhusudhan Aithal, Chenhao Tan
On Positivity Bias in Negative Reviews. 294-304 - Jing Gu, Qingyang Wu, Chongruo Wu, Weiyan Shi, Zhou Yu:
PRAL: A Tailored Pre-Training Model for Task-Oriented Dialog Generation. 305-313 - Chen-Yu Lee, Chun-Liang Li, Chu Wang, Renshen Wang, Yasuhisa Fujii, Siyang Qin, Ashok C. Popat, Tomas Pfister:
ROPE: Reading Order Equivariant Positional Encoding for Graph-based Document Information Extraction. 314-321 - Qing Lyu, Hongming Zhang, Elior Sulem, Dan Roth:
Zero-shot Event Extraction via Transfer Learning: Challenges and Insights. 322-332 - Jieyu Lin, Jiajie Zou, Nai Ding:
Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models. 333-342 - Jonathan K. Kummerfeld:
Quantifying and Avoiding Unfair Qualification Labour in Crowdsourcing. 343-349 - Jiao Sun, Nanyun Peng:
Men Are Elected, Women Are Married: Events Gender Bias on Wikipedia. 350-360 - Hongfei Xu
Modeling Task-Aware MIMO Cardinality for Efficient Multilingual Neural Machine Translation. 361-367 - Xin Zheng, Zhirui Zhang, Junliang Guo, Shujian Huang, Boxing Chen, Weihua Luo, Jiajun Chen:
Adaptive Nearest Neighbor Machine Translation. 368-374 - Aston Zhang, Alvin Chan, Yi Tay, Jie Fu, Shuohang Wang, Shuai Zhang, Huajie Shao, Shuochao Yao, Roy Ka-Wei Lee
On Orthogonality Constraints for Transformers. 375-382 - Piotr Piekos, Mateusz Malinowski, Henryk Michalewski:
Measuring and Improving BERT's Mathematical Abilities by Predicting the Order of Reasoning. 383-394 - Boaz Shmueli
Happy Dance, Slow Clap: Using Reaction GIFs to Predict Induced Affect on Twitter. 395-401 - Kelvin Jiang, Ronak Pradeep, Jimmy Lin:
Exploring Listwise Evidence Reasoning with T5 for Fact Verification. 402-410 - Hayato Tsukagoshi, Ryohei Sasano, Koichi Takeda:
DefSent: Sentence Embeddings using Definition Sentences. 411-418 - Nada AlMarwani, Mona T. Diab:
Discrete Cosine Transform as Universal Sentence Encoder. 419-426 - Paramita Mirza, Mostafa Abouhamra, Gerhard Weikum:
AligNarr: Aligning Narratives on Movies. 427-433 - Tharindu Ranasinghe
An Exploratory Analysis of Multilingual Word-Level Quality Estimation with Cross-Lingual Transformers. 434-440 - Chong Li
Exploration and Exploitation: Two Ways to Improve Chinese Spelling Correction Models. 441-446 - Yuxiang Wu, Pasquale Minervini, Pontus Stenetorp, Sebastian Riedel:
Training Adaptive Computation for Open-Domain Question Answering with Computational Constraints. 447-453 - Zhiyuan Zeng, Deyi Xiong:
An Empirical Study on Adversarial Attack on NMT: Languages and Positions Matter. 454-460 - Yilun Zhu, Sameer Pradhan, Amir Zeldes:
OntoGUM: Evaluating Contextualized SOTA Coreference Resolution on 12 More Genres. 461-467 - Peter Vickers, Nikolaos Aletras, Emilio Monti, Loïc Barrault:
In Factuality: Efficient Integration of Relevant Facts for Visual Question Answering. 468-475 - Liangming Pan, Wenhu Chen, Wenhan Xiong, Min-Yen Kan, William Yang Wang:
Zero-shot Fact Verification by Claim Generation. 476-483 - Huiyuan Lai
Thank you BART! Rewarding Pre-Trained Models Improves Formality Style Transfer. 484-494 - Shinhyeok Oh, Dongyub Lee, Taesun Whang, IlNam Park, Gaeun Seo, EungGyun Kim, Harksoo Kim:
Deep Context- and Relation-Aware Learning for Aspect-based Sentiment Analysis. 495-503 - Wenxuan Zhang, Xin Li, Yang Deng
Towards Generative Aspect-Based Sentiment Analysis. 504-510 - Yangyifan Xu, Yijin Liu, Fandong Meng, Jiajun Zhang, Jinan Xu, Jie Zhou:
Bilingual Mutual Information Based Adaptive Training for Neural Machine Translation. 511-516 - Binzong Geng, Fajie Yuan, Qiancheng Xu, Ying Shen, Ruifeng Xu, Min Yang:
Continual Learning for Task-oriented Dialogue System with Iterative Network Pruning, Expanding and Masking. 517-523 - Puneet Mathur, Rajiv Jain, Franck Dernoncourt, Vlad I. Morariu, Quan Hung Tran, Dinesh Manocha:
TIMERS: Document-level Temporal Relation Extraction. 524-533 - Han Qin, Guimin Chen, Yuanhe Tian, Yan Song:
Improving Arabic Diacritization with Regularized Decoding and Adversarial Training. 534-542 - Jiahuan Li, Yutong Shen, Shujian Huang, Xinyu Dai, Jiajun Chen:
When is Char Better Than Subword: A Systematic Study of Segmentation Algorithms for Neural Machine Translation. 543-549 - Dong Zhang, Zheng Hu, Shoushan Li, Hanqian Wu, Qiaoming Zhu, Guodong Zhou:
More than Text: Multi-modal Chinese Word Segmentation. 550-557 - Zhipeng Xie
A Mixture-of-Experts Model for Antonym-Synonym Discrimination. 558-564 - Fangyu Liu
Learning Domain-Specialised Representations for Cross-Lingual Biomedical Entity Linking. 565-574 - Sara Rajaee, Mohammad Taher Pilehvar:
A Cluster-based Approach for Improving Isotropy in Contextual Embedding Space. 575-584 - Bodhisattwa Prasad Majumder, Taylor Berg-Kirkpatrick, Julian J. McAuley, Harsh Jhamtani:
Unsupervised Enrichment of Persona-grounded Dialog with Background Stories. 585-592 - Kartik Chandra, Chuma Kabaghe, Gregory Valiant:
Beyond Laurel/Yanny: An Autoencoder-Enabled Search for Polyperceivable Audio. 593-598 - Mahnaz Koupaee, Greg Durrett, Nathanael Chambers, Niranjan Balasubramanian:
Don't Let Discourse Confine Your Model: Sequence Perturbations for Improved Event Language Models. 599-604 - Nils Reimers, Iryna Gurevych:
The Curse of Dense Low-Dimensional Information Retrieval for Large Index Sizes. 605-611 - Ziyun Wang, Xuan Liu, Peiji Yang, Shixing Liu, Zhisheng Wang:
Cross-lingual Text Classification with Heterogeneous Graph Neural Network. 612-620 - Arnab Debnath, Navid Rajabi, Fardina Fathmiul Alam, Antonios Anastasopoulos
Towards more equitable question answering systems: How much more data do you need? 621-629 - Nazanin Dehghani, Hassan Hajipoor, Hadi Amiri:
Embedding Time Differences in Context-sensitive Neural Networks for Learning Time to Event. 630-636 - Juyong Kim, Pradeep Ravikumar, Joshua Ainslie, Santiago Ontañón:
Improving Compositional Generalization in Classification Tasks via Structure Annotations. 637-645 - Qinyuan Ye, Xiang Ren:
Learning to Generate Task-Specific Adapters from Task Description. 646-653 - Xinya Du, Luheng He, Qi Li, Dian Yu, Panupong Pasupat, Yuan Zhang:
QA-Driven Zero-shot Slot Filling with Weak Supervision Pretraining. 654-664 - Han Wu
Domain-Adaptive Pretraining Methods for Dialogue Understanding. 665-669 - David Schlangen:
Targeting the Benchmark: On Methodology in Current Natural Language Processing Research. 670-674 - Ashim Gupta, Vivek Srikumar:
X-Fact: A New Benchmark Dataset for Multilingual Fact Checking. 675-682 - Mihir Kale, Aditya Siddhant, Rami Al-Rfou, Linting Xue, Noah Constant, Melvin Johnson:
nmT5 - Is parallel data still relevant for pre-training massively multilingual language models? 683-691 - Megha Srivastava, Noah D. Goodman:
Question Generation for Adaptive Education. 692-701 - Sascha Rothe, Jonathan Mallinson, Eric Malmi, Sebastian Krause, Aliaksei Severyn:
A Simple Recipe for Multilingual Grammatical Error Correction. 702-707 - Xuehai He, Zhuo Cai
Towards Visual Question Answering on Pathology Images. 708-718 - Keerthiram Murugesan, Mattia Atzeni, Pavan Kapanipathi, Kartik Talamadupula, Mrinmaya Sachan, Murray Campbell:
Efficient Text-based Reinforcement Learning by Jointly Leveraging State and Commonsense Graph Representations. 719-725 - Jie Lei, Tamara L. Berg, Mohit Bansal:
mTVR: Multilingual Moment Retrieval in Videos. 726-734 - Pei Chen, Haibo Ding, Jun Araki, Ruihong Huang:
Explicitly Capturing Relations between Entity Mentions via Graph Neural Networks for Domain-specific Named Entity Recognition. 735-742 - Gyubok Lee, Seongjun Yang, Edward Choi:
Improving Lexically Constrained Neural Machine Translation with Source-Conditioned Masked Span Prediction. 743-753 - Lingzhi Wang
Quotation Recommendation and Interpretation Based on Transformation from Queries to Quotations. 754-758 - Federico Bianchi, Silvia Terragni, Dirk Hovy:
Pre-training is a Hot Topic: Contextualized Document Embeddings Improve Topic Coherence. 759-766 - Chunliu Wang, Rik van Noord
Input Representations for Parsing Discourse Representation Structures: Comparing English with Chinese. 767-775 - Sajad Norouzi, Keyi Tang, Yanshuai Cao:
Code Generation from Natural Language with Less Prior Knowledge and More Monolingual Data. 776-785 - Tingting Ma, Jin-Ge Yao, Chin-Yew Lin, Tiejun Zhao:
Issues with Entailment-based Zero-shot Text Classification. 786-796 - Farhad Moghimifar, Lizhen Qu, Yue Zhuo, Gholamreza Haffari, Mahsa Baktashmotlagh
Neural-Symbolic Commonsense Reasoner with Relation Predictors. 797-802 - Sanja Stajner, Seren Yenikent, Bilal Ghanem, Marc Franco-Salvador:
What Motivates You? Benchmarking Automatic Detection of Basic Needs from Short Posts. 803-810 - Kosuke Yamada, Ryohei Sasano, Koichi Takeda:
Semantic Frame Induction using Masked Word Embeddings and Two-Step Clustering. 811-816 - Hang Le, Juan Miguel Pino, Changhan Wang, Jiatao Gu, Didier Schwab, Laurent Besacier:
Lightweight Adapter Tuning for Multilingual Speech Translation. 817-824 - Jie-Jyun Liu, Tsung-Han Yang, Si-An Chen, Chih-Jen Lin:
Parameter Selection: Why We Should Pay More Attention to It. 825-830 - Sora Ohashi, Junya Takayama, Tomoyuki Kajiwara, Yuki Arase:
Distinct Label Representations for Few-Shot Text Classification. 831-836 - Giuseppe Castellucci, Simone Filice, Danilo Croce, Roberto Basili:
Learning to Solve NLP Tasks in an Incremental Number of Languages. 837-847 - Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang:
Hi-Transformer: Hierarchical Interactive Transformer for Efficient and Effective Long Document Modeling. 848-853 - Wenjuan Han, Bo Pang, Ying Nian Wu:
Robust Transfer Learning with Pretrained Language Models through Adapters. 854-861 - Johannes Mario Meissner, Napat Thumwanit, Saku Sugawara, Akiko Aizawa:
Embracing Ambiguity: Shifting the Training Target of NLI Models. 862-869 - Zhiyuan Zeng, Keqing He, Yuanmeng Yan, Zijun Liu, Yanan Wu, Hong Xu, Huixing Jiang, Weiran Xu:
Modeling Discriminative Representations for Out-of-Domain Detection with Supervised Contrastive Learning. 870-878 - Yinpei Dai, Hangyu Li, Yongbin Li, Jian Sun, Fei Huang, Luo Si, Xiaodan Zhu:
Preview, Attend and Review: Schema-Aware Curriculum Learning for Multi-Domain Dialogue State Tracking. 879-885 - Meng Zhou, Zechen Li, Bowen Tan, Guangtao Zeng, Wenmian Yang, Xuehai He, Zeqian Ju, Subrato Chakravorty, Shu Chen, Xingyi Yang, Yichen Zhang, Qingyang Wu, Zhou Yu, Kun Xu, Eric P. Xing, Pengtao Xie:
On the Generation of Medical Dialogs for COVID-19. 886-896 - Nyoungwoo Lee, Suwon Shin, Jaegul Choo, Ho-Jin Choi, Sung-Hyon Myaeng:
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images. 897-906 - Debora Nozza:
Exposing the limits of Zero-shot Cross-lingual Hate Speech Detection. 907-914 - Inigo Jauregi Unanue, Jacob Parnell
BERTTune: Fine-Tuning Neural Machine Translation with BERTScore. 915-924 - Wei Shi, Vera Demberg:
Entity Enhancement for Implicit Discourse Relation Classification in the Biomedical Domain. 925-931 - Ming Shen, Pratyay Banerjee, Chitta Baral:
Unsupervised Pronoun Resolution via Masked Noun-Phrase Prediction. 932-941 - Chenliang Li, Bin Bi, Ming Yan, Wei Wang, Songfang Huang:
Addressing Semantic Drift in Generative Question Answering with Auxiliary Extraction. 942-947 - Linzi Xing, Wen Xiao, Giuseppe Carenini:
Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning. 948-954 - Hongxuan Tang, Hongyu Li
DuReader_robust: A Chinese Dataset Towards Evaluating Robustness and Generalization of Machine Reading Comprehension in Real-World Applications. 955-963 - Shih-hung Tsai, Chao-Chun Liang, Hsin-Min Wang, Keh-Yih Su:
Sequence to General Tree: Knowledge-Guided Geometry Word Problem Solving. 964-972 - Zhicheng Guo, Jiaxuan Zhao, Licheng Jiao, Xu Liu, Lingling Li:
Multi-Scale Progressive Attention Network for Video Question Answering. 973-978 - Ikuya Yamada, Akari Asai, Hannaneh Hajishirzi:
Efficient Passage Retrieval with Hashing for Open-domain Question Answering. 979-986 - Shan Yang, Yongfei Zhang, Guanglin Niu, Qinghua Zhao, Shiliang Pu:
Entity Concept-enhanced Few-shot Relation Extraction. 987-991 - Guanqing Liang, Cane Wing-Ki Leung:
Improving Model Generalization: A Chinese Named Entity Recognition Case Study. 992-997 - Quzhe Huang, Shengqi Zhu, Yansong Feng, Yuan Ye, Yuxuan Lai, Dongyan Zhao:
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction. 998-1004 - Irene Li, Vanessa Yan, Tianxiao Li, Rihao Qu, Dragomir R. Radev:
Unsupervised Cross-Domain Prerequisite Chain Learning using Variational Graph Autoencoders. 1005-1011 - Hadi Amiri, Mitra Mohtarami, Isaac S. Kohane:
Attentive Multiview Text Representation for Differential Diagnosis. 1012-1019 - Christine Herlihy
MedNLI Is Not Immune: Natural Language Inference Artifacts in the Clinical Domain. 1020-1027 - Wissam Siblini, Baris Sayil, Yacine Kessaci:
Towards a more Robust Evaluation for Conversational Question Answering. 1028-1034 - Haoyang Wen, Anthony Ferritto, Heng Ji, Radu Florian, Avi Sil:
VAULT: VAriable Unified Long Text Representation for Machine Reading Comprehension. 1035-1042 - Wenchao Du, Jeffrey Flanigan
Avoiding Overlap in Data Augmentation for AMR-to-Text Generation. 1043-1048 - Chenghao Yang, Yudong Zhang, Smaranda Muresan:
Weakly-Supervised Methods for Suicide Risk Assessment: Role of Related Domains. 1049-1057 - Philippe Laban, Luke Dai, Lucas Bandarkar, Marti A. Hearst:
Can Transformer Models Measure Coherence In Text: Re-Thinking the Shuffle Test. 1058-1064 - Yixin Liu, Pengfei Liu:
SimCLS: A Simple Framework for Contrastive Learning of Abstractive Summarization. 1065-1072 - Ana-Cristina Rogoz, Mihaela Gaman, Radu Tudor Ionescu:
SaRoCo: Detecting Satire in a Novel Romanian Corpus of News Articles. 1073-1079 - Rui Meng, Khushboo Thaker, Lei Zhang, Yue Dong
Bringing Structure into Summaries: a Faceted Summarization Dataset for Long Scientific Documents. 1080-1089 - Mark Anderson
Replicating and Extending "Because Their Treebanks Leak": Graph Isomorphism, Covariants, and Parser Performance. 1090-1098 - Rajat Bhatnagar, Ananya Ganesh, Katharina Kann:
Don't Rule Out Monolingual Speakers: A Method For Crowdsourcing Machine Translation Data. 1099-1106
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