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ACL 2022: Dublin, Ireland
- Smaranda Muresan, Preslav Nakov, Aline Villavicencio:
Proceedings of the 60th Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), ACL 2022, Dublin, Ireland, May 22-27, 2022. Association for Computational Linguistics 2022, ISBN 978-1-955917-22-3 - Frontmatter.
- Elad Ben Zaken, Yoav Goldberg, Shauli Ravfogel:
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models. 1-9 - Hua Shen, Tongshuang Wu, Wenbo Guo, Ting-Hao Kenneth Huang:
Are Shortest Rationales the Best Explanations for Human Understanding? 10-19 - Clara Meister, Tiago Pimentel, Thomas Hikaru Clark, Ryan Cotterell, Roger Levy:
Analyzing Wrap-Up Effects through an Information-Theoretic Lens. 20-28 - Jianzhu Bao
, Jingyi Sun, Qinglin Zhu, Ruifeng Xu:
Have my arguments been replied to? Argument Pair Extraction as Machine Reading Comprehension. 29-35 - Clara Meister, Gian Wiher, Tiago Pimentel, Ryan Cotterell:
High probability or low information? The probability-quality paradox in language generation. 36-45 - Yutao Mou, Keqing He, Yanan Wu, Zhiyuan Zeng, Hong Xu, Huixing Jiang, Wei Wu, Weiran Xu:
Disentangled Knowledge Transfer for OOD Intent Discovery with Unified Contrastive Learning. 46-53 - Rodolfo Corona, Shizhan Zhu, Dan Klein, Trevor Darrell:
Voxel-informed Language Grounding. 54-60 - Xiao Liu, Kaixuan Ji, Yicheng Fu, Weng Tam, Zhengxiao Du, Zhilin Yang, Jie Tang:
P-Tuning: Prompt Tuning Can Be Comparable to Fine-tuning Across Scales and Tasks. 61-68 - Joel Ruben Antony Moniz, Barun Patra, Matthew R. Gormley:
On Efficiently Acquiring Annotations for Multilingual Models. 69-85 - Ganesh Jawahar, Muhammad Abdul-Mageed, Laks V. S. Lakshmanan:
Automatic Detection of Entity-Manipulated Text using Factual Knowledge. 86-93 - Ruixi Lin, Hwee Tou Ng:
Does BERT Know that the IS-A Relation Is Transitive? 94-99 - Chengyu Chuang, Yi Yang:
Buy Tesla, Sell Ford: Assessing Implicit Stock Market Preference in Pre-trained Language Models. 100-105 - Amanul Haque
Pixie: Preference in Implicit and Explicit Comparisons. 106-112 - George Tolkachev, Stephen Mell, Steve Zdancewic, Osbert Bastani:
Counterfactual Explanations for Natural Language Interfaces. 113-118 - Matthew Byrd, Shashank Srivastava:
Predicting Difficulty and Discrimination of Natural Language Questions. 119-130 - Ahmed Alajrami, Nikolaos Aletras:
How does the pre-training objective affect what large language models learn about linguistic properties? 131-147 - Nathan Schucher, Siva Reddy, Harm de Vries:
The Power of Prompt Tuning for Low-Resource Semantic Parsing. 148-156 - Inbal Magar, Roy Schwartz:
Data Contamination: From Memorization to Exploitation. 157-165 - Ling Liu, Mans Hulden:
Detecting Annotation Errors in Morphological Data with the Transformer. 166-174 - Aryaman Arora, Clara Meister, Ryan Cotterell:
Estimating the Entropy of Linguistic Distributions. 175-195 - David Guriel, Omer Goldman, Reut Tsarfaty:
Morphological Reinflection with Multiple Arguments: An Extended Annotation schema and a Georgian Case Study. 196-202 - Zheng Li, Zijian Wang, Ming Tan, Ramesh Nallapati, Parminder Bhatia, Andrew O. Arnold, Bing Xiang, Dan Roth:
DQ-BART: Efficient Sequence-to-Sequence Model via Joint Distillation and Quantization. 203-211 - Chao Zhao, Wenlin Yao, Dian Yu, Kaiqiang Song, Dong Yu, Jianshu Chen:
Learning-by-Narrating: Narrative Pre-Training for Zero-Shot Dialogue Comprehension. 212-218 - Ali Edalati, Marzieh S. Tahaei, Ahmad Rashid, Vahid Partovi Nia, James J. Clark, Mehdi Rezagholizadeh:
Kronecker Decomposition for GPT Compression. 219-226 - Keiji Shinzato, Naoki Yoshinaga, Yandi Xia, Wei-Te Chen:
Simple and Effective Knowledge-Driven Query Expansion for QA-Based Product Attribute Extraction. 227-234 - EunJeong Hwang, Jay-Yoon Lee, Tianyi Yang
Event-Event Relation Extraction using Probabilistic Box Embedding. 235-244 - Tsz Kin Lam, Shigehiko Schamoni
Sample, Translate, Recombine: Leveraging Audio Alignments for Data Augmentation in End-to-end Speech Translation. 245-254 - Bohan Zhang, Prafulla Kumar Choubey, Ruihong Huang:
Predicting Sentence Deletions for Text Simplification Using a Functional Discourse Structure. 255-261 - Huiyuan Lai, Antonio Toral, Malvina Nissim:
Multilingual Pre-training with Language and Task Adaptation for Multilingual Text Style Transfer. 262-271 - Orion Weller, Kevin D. Seppi, Matt Gardner:
When to Use Multi-Task Learning vs Intermediate Fine-Tuning for Pre-Trained Encoder Transfer Learning. 272-282 - Runxin Sun, Shizhu He, Chong Zhu, Yaohan He, Jinlong Li, Jun Zhao, Kang Liu:
Leveraging Explicit Lexico-logical Alignments in Text-to-SQL Parsing. 283-289 - Zixuan Li, Saiping Guan, Xiaolong Jin, Weihua Peng, Yajuan Lyu, Yong Zhu, Long Bai, Wei Li, Jiafeng Guo, Xueqi Cheng:
Complex Evolutional Pattern Learning for Temporal Knowledge Graph Reasoning. 290-296 - Takyoung Kim
Mismatch between Multi-turn Dialogue and its Evaluation Metric in Dialogue State Tracking. 297-309 - Eunhwan Park
LM-BFF-MS: Improving Few-Shot Fine-tuning of Language Models based on Multiple Soft Demonstration Memory. 310-317 - Suvodip Dey, Ramamohan Kummara, Maunendra Sankar Desarkar:
Towards Fair Evaluation of Dialogue State Tracking by Flexible Incorporation of Turn-level Performances. 318-324 - Mohsen Tabasi, Kiamehr Rezaee, Mohammad Taher Pilehvar:
Exploiting Language Model Prompts Using Similarity Measures: A Case Study on the Word-in-Context Task. 325-332 - Peiyi Wang, Liang Chen, Tianyu Liu, Damai Dai, Yunbo Cao, Baobao Chang, Zhifang Sui:
Hierarchical Curriculum Learning for AMR Parsing. 333-339 - Vipul Rathore, Kartikeya Badola, Parag Singla, Mausam:
PARE: A Simple and Strong Baseline for Monolingual and Multilingual Distantly Supervised Relation Extraction. 340-354 - Yiran Luo, Pratyay Banerjee, Tejas Gokhale, Yezhou Yang, Chitta Baral:
To Find Waldo You Need Contextual Cues: Debiasing Who's Waldo. 355-361 - Sicheng Yu, Qianru Sun, Hao Zhang, Jing Jiang
Translate-Train Embracing Translationese Artifacts. 362-370 - Xiang Yue, Xiaoman Pan, Wenlin Yao, Dian Yu, Dong Yu, Jianshu Chen:
C-MORE: Pretraining to Answer Open-Domain Questions by Consulting Millions of References. 371-377 - Ka Wong, Praveen K. Paritosh:
k-Rater Reliability: The Correct Unit of Reliability for Aggregated Human Annotations. 378-384 - Valentin Hofmann, Hinrich Schütze, Janet B. Pierrehumbert:
An Embarrassingly Simple Method to Mitigate Undesirable Properties of Pretrained Language Model Tokenizers. 385-393 - Tassilo Klein, Moin Nabi:
SCD: Self-Contrastive Decorrelation of Sentence Embeddings. 394-400 - Kaitlyn Zhou, Kawin Ethayarajh, Dallas Card
Problems with Cosine as a Measure of Embedding Similarity for High Frequency Words. 401-423 - Arkil Patel, Satwik Bhattamishra, Phil Blunsom, Navin Goyal:
Revisiting the Compositional Generalization Abilities of Neural Sequence Models. 424-434 - Shuang Liu, Dong Wang, Xiaoguang Li, Minghui Huang
A Copy-Augmented Generative Model for Open-Domain Question Answering. 435-441 - Soyeong Jeong, Jinheon Baek
Augmenting Document Representations for Dense Retrieval with Interpolation and Perturbation. 442-452 - Federico Tavella, Viktor Schlegel, Marta Romeo, Aphrodite Galata
WLASL-LEX: a Dataset for Recognising Phonological Properties in American Sign Language. 453-463 - Koh Mitsuda, Ryuichiro Higashinaka, Tingxuan Li, Sen Yoshida:
Investigating person-specific errors in chat-oriented dialogue systems. 464-469 - David Samuel, Jeremy Barnes, Robin Kurtz, Stephan Oepen, Lilja Øvrelid, Erik Velldal:
Direct parsing to sentiment graphs. 470-478 - Chan-Jan Hsu, Hung-yi Lee, Yu Tsao:
XDBERT: Distilling Visual Information to BERT from Cross-Modal Systems to Improve Language Understanding. 479-489 - Jannis Vamvas
As Little as Possible, as Much as Necessary: Detecting Over- and Undertranslations with Contrastive Conditioning. 490-500 - Bingzhi Li, Guillaume Wisniewski, Benoît Crabbé:
How Distributed are Distributed Representations? An Observation on the Locality of Syntactic Information in Verb Agreement Tasks. 501-507 - Matiss Rikters, Marili Tomingas, Tuuli Tuisk, Valts Ernstreits
Machine Translation for Livonian: Catering to 20 Speakers. 508-514 - Dongwon Ryu, Ehsan Shareghi, Meng Fang, Yunqiu Xu, Shirui Pan, Gholamreza Haffari:
Fire Burns, Sword Cuts: Commonsense Inductive Bias for Exploration in Text-based Games. 515-522 - Deming Ye, Yankai Lin, Peng Li, Maosong Sun, Zhiyuan Liu:
A Simple but Effective Pluggable Entity Lookup Table for Pre-trained Language Models. 523-529 - Runxin Xu, Fuli Luo, Baobao Chang, Songfang Huang, Fei Huang:
S$^4$-Tuning: A Simple Cross-lingual Sub-network Tuning Method. 530-537 - Hillary Dawkins, Isar Nejadgholi:
Region-dependent temperature scaling for certainty calibration and application to class-imbalanced token classification. 538-544 - Antonio Laverghetta Jr.
Developmental Negation Processing in Transformer Language Models. 545-551 - Rahil Parikh, Christophe Dupuy, Rahul Gupta:
Canary Extraction in Natural Language Understanding Models. 552-560 - Yang Trista Cao, Yada Pruksachatkun, Kai-Wei Chang, Rahul Gupta, Varun Kumar, Jwala Dhamala, Aram Galstyan:
On the Intrinsic and Extrinsic Fairness Evaluation Metrics for Contextualized Language Representations. 561-570 - Chen Yu, Daniel Gildea:
Sequence-to-sequence AMR Parsing with Ancestor Information. 571-577 - Miryam de Lhoneux
Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning. 578-587 - Alex Papadopoulos-Korfiatis, Francesco Moramarco, Radmila Sarac, Aleksandar Savkov:
PriMock57: A Dataset Of Primary Care Mock Consultations. 588-598 - Chang Gao, Wenxuan Zhang, Wai Lam:
UniGDD: A Unified Generative Framework for Goal-Oriented Document-Grounded Dialogue. 599-605 - Ramit Sawhney, Megh Thakkar, Shrey Pandit, Ritesh Soun, Di Jin, Diyi Yang, Lucie Flek:
DMix: Adaptive Distance-aware Interpolative Mixup. 606-612 - Minhan Xu, Yu Hong:
Sub-Word Alignment is Still Useful: A Vest-Pocket Method for Enhancing Low-Resource Machine Translation. 613-619 - Shivam Agarwal, Ramit Sawhney, Sanchit Ahuja, Ritesh Soun, Sudheer Chava:
HYPHEN: Hyperbolic Hawkes Attention For Text Streams. 620-627 - Ramit Sawhney, Atula Tejaswi Neerkaje, Manas Gaur:
A Risk-Averse Mechanism for Suicidality Assessment on Social Media. 628-635 - Isabel Papadimitriou, Richard Futrell, Kyle Mahowald:
When classifying grammatical role, BERT doesn't care about word order... except when it matters. 636-643 - Meng Zhang, Liangyou Li, Qun Liu:
Triangular Transfer: Freezing the Pivot for Triangular Machine Translation. 644-650 - Brielen Madureira
Can Visual Dialogue Models Do Scorekeeping? Exploring How Dialogue Representations Incrementally Encode Shared Knowledge. 651-664 - Liang Chen, Runxin Xu, Baobao Chang:
Focus on the Target's Vocabulary: Masked Label Smoothing for Machine Translation. 665-671 - Xi'ao Su, Ran Wang, Xinyu Dai:
Contrastive Learning-Enhanced Nearest Neighbor Mechanism for Multi-Label Text Classification. 672-679 - Chuhan Wu, Fangzhao Wu, Tao Qi, Yongfeng Huang:
NoisyTune: A Little Noise Can Help You Finetune Pretrained Language Models Better. 680-685 - Xin Sun, Houfeng Wang:
Adjusting the Precision-Recall Trade-Off with Align-and-Predict Decoding for Grammatical Error Correction. 686-693 - Lan Zhang
On the Effect of Isotropy on VAE Representations of Text. 694-701 - Hyunji Hayley Park, Yogarshi Vyas, Kashif Shah:
Efficient Classification of Long Documents Using Transformers. 702-709 - Lisa Jin, Daniel Gildea:
Rewarding Semantic Similarity under Optimized Alignments for AMR-to-Text Generation. 710-715 - Md Mosharaf Hossain, Dhivya Chinnappa, Eduardo Blanco:
An Analysis of Negation in Natural Language Understanding Corpora. 716-723 - Lane Schwartz
Primum Non Nocere: Before working with Indigenous data, the ACL must confront ongoing colonialism. 724-731 - Guillaume Le Berre, Christophe Cerisara, Philippe Langlais, Guy Lapalme:
Unsupervised multiple-choice question generation for out-of-domain Q&A fine-tuning. 732-738 - Ling Liu, Mans Hulden:
Can a Transformer Pass the Wug Test? Tuning Copying Bias in Neural Morphological Inflection Models. 739-749 - Jan Deriu
Probing the Robustness of Trained Metrics for Conversational Dialogue Systems. 750-761 - Siyang Liu
Rethinking and Refining the Distinct Metric. 762-770 - Ivan Habernal:
How reparametrization trick broke differentially-private text representation learning. 771-777 - Klim Zaporojets
Towards Consistent Document-level Entity Linking: Joint Models for Entity Linking and Coreference Resolution. 778-784 - Tianwen Wei, Jianwei Qi, Shenghuan He:
A Flexible Multi-Task Model for BERT Serving. 785-796 - Nicholas Tomlin, Andre He, Dan Klein:
Understanding Game-Playing Agents with Natural Language Annotations. 797-807 - Zheng Yuan, Chuanqi Tan, Songfang Huang:
Code Synonyms Do Matter: Multiple Synonyms Matching Network for Automatic ICD Coding. 808-814 - Lütfi Kerem Senel, Timo Schick, Hinrich Schütze:
CoDA21: Evaluating Language Understanding Capabilities of NLP Models With Context-Definition Alignment. 815-824 - Katerina Margatina, Loïc Barrault, Nikolaos Aletras:
On the Importance of Effectively Adapting Pretrained Language Models for Active Learning. 825-836 - Emily Reif, Daphne Ippolito, Ann Yuan, Andy Coenen, Chris Callison-Burch, Jason Wei:
A Recipe for Arbitrary Text Style Transfer with Large Language Models. 837-848 - Abhyuday Bhartiya, Kartikeya Badola, Mausam:
DiS-ReX: A Multilingual Dataset for Distantly Supervised Relation Extraction. 849-863 - Omer Goldman, David Guriel, Reut Tsarfaty:
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance. 864-870 - Xing Wu, Chaochen Gao, Meng Lin, Liangjun Zang, Songlin Hu
Text Smoothing: Enhance Various Data Augmentation Methods on Text Classification Tasks. 871-875
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