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AACL 2022: all accepted papers

176 papers · page 1 of 2 · the most cited first · ← AACL 2022

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  1. Legal Case Document Summarization: Extractive and Abstractive Methods and their Evaluation ↗Abhay Shukla, Paheli Bhattacharya, Soham Poddar et al. · Long Papers76 citations
  2. An Improved Baseline for Sentence-level Relation ExtractionWenxuan Zhou, Muhao Chen · Short Papers62 citations · our summary
  3. A Decade of Knowledge Graphs in Natural Language Processing: A Survey ↗Phillip Schneider, Tim Schopf, Juraj Vladika et al. · Long Papers39 citations
  4. A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning ↗Hugo Berg, Siobhan Hall, Yash Bhalgat et al. · Long Papers32 citations
  5. CLIP4IDC: CLIP for Image Difference Captioning ↗Zixin Guo, Tzu-Jui Wang, Jorma Laaksonen · Short Papers26 citations
  6. Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment Analysis ↗Zhewen Yu, Jin Wang, Liang-Chih Yu et al. · Long Papers26 citations
  7. MUTE: A Multimodal Dataset for Detecting Hateful Memes ↗Eftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque · Student Research Workshop25 citations
  8. RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language Models ↗Lingzhi Wang, Huang Hu, Lei Sha et al. · Long Papers25 citations
  9. Hate Speech and Offensive Language Detection in Bengali ↗Mithun Das, Somnath Banerjee, Punyajoy Saha et al. · Long Papers23 citations
  10. Some Languages are More Equal than Others: Probing Deeper into the Linguistic Disparity in the NLP World ↗Surangika Ranathunga, Nisansa de Silva · Long Papers22 citations
  11. F-coref: Fast, Accurate and Easy to Use Coreference ResolutionShon Otmazgin, Arie Cattan, Yoav Goldberg · System Demonstrations20 citations · our summary
  12. SBERT studies Meaning Representations: Decomposing Sentence Embeddings into Explainable Semantic Features ↗Juri Opitz, Anette Frank · Long Papers19 citations
  13. Re-contextualizing Fairness in NLP: The Case of India ↗Shaily Bhatt, Sunipa Dev, Partha Talukdar et al. · Long Papers18 citations
  14. VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language Models ↗Kankan Zhou, Eason Lai, Jing Jiang · Long Papers18 citations
  15. Cross-lingual Few-Shot Learning on Unseen Languages ↗Genta Winata, Shijie Wu, Mayank Kulkarni et al. · Long Papers17 citations
  16. S+PAGE: A Speaker and Position-Aware Graph Neural Network Model for Emotion Recognition in Conversation ↗Chen Liang, Jing Xu, Yangkun Lin et al. · Long Papers14 citations
  17. An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation Extraction ↗Zhaohui Yan, Zixia Jia, Kewei Tu · Short Papers12 citations
  18. Director: Generator-Classifiers For Supervised Language Modeling ↗Kushal Arora, Kurt Shuster, Sainbayar Sukhbaatar et al. · Long Papers11 citations
  19. Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and Relations ↗Francesco Dalla Serra, William Clackett, Hamish MacKinnon et al. · Long Papers11 citations
  20. BanglaParaphrase: A High-Quality Bangla Paraphrase Dataset ↗Ajwad Akil, Najrin Sultana, Abhik Bhattacharjee et al. · Short Papers10 citations
  21. EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla Texts ↗Khondoker Ittehadul Islam, Tanvir Yuvraz, Md Saiful Islam et al. · Short Papers10 citations
  22. Identifying Weaknesses in Machine Translation Metrics Through Minimum Bayes Risk Decoding: A Case Study for COMET ↗Chantal Amrhein, Rico Sennrich · Long Papers10 citations
  23. Underspecification in Scene Description-to-Depiction Tasks ↗Ben Hutchinson, Jason Baldridge, Vinodkumar Prabhakaran · Long Papers10 citations
  24. Low-Resource Multilingual and Zero-Shot Multispeaker TTS ↗Florian Lux, Julia Koch, Ngoc Thang Vu · Long Papers9 citations
  25. Neural Text Sanitization with Explicit Measures of Privacy Risk ↗Anthi Papadopoulou, Yunhao Yu, Pierre Lison et al. · Long Papers9 citations
  26. Whodunit? Learning to Contrast for Authorship Attribution ↗Bo Ai, Yuchen Wang, Yugin Tan et al. · Long Papers9 citations
  27. Demographic-Aware Language Model Fine-tuning as a Bias Mitigation Technique ↗Aparna Garimella, Rada Mihalcea, Akhash Amarnath · Short Papers8 citations
  28. Named Entity Recognition in Twitter: A Dataset and Analysis on Short-Term Temporal Shifts ↗Asahi Ushio, Francesco Barbieri, Vitor Sousa et al. · Long Papers8 citations
  29. An Effective Post-training Embedding Binarization Approach for Fast Online Top-K Passage Matching ↗Yankai Chen, Yifei Zhang, Huifeng Guo et al. · Short Papers7 citations
  30. An Empirical Study on Cross-X Transfer for Legal Judgment Prediction ↗Joel Niklaus, Matthias Stürmer, Ilias Chalkidis · Long Papers7 citations
  31. Contrastive Video-Language Learning with Fine-grained Frame Sampling ↗Zixu Wang, Yujie Zhong, Yishu Miao et al. · Long Papers7 citations
  32. Controllable Text Simplification with Deep Reinforcement Learning ↗Daiki Yanamoto, Tomoki Ikawa, Tomoyuki Kajiwara et al. · Short Papers7 citations
  33. Dynamic Context Extraction for Citation Classification ↗Suchetha Nambanoor Kunnath, David Pride, Petr Knoth · Long Papers7 citations
  34. NERDz: A Preliminary Dataset of Named Entities for Algerian ↗Samia Touileb · Short Papers7 citations
  35. NGEP: A Graph-based Event Planning Framework for Story Generation ↗Chen Tang, Zhihao Zhang, Tyler Loakman et al. · Short Papers7 citations
  36. Phylogeny-Inspired Adaptation of Multilingual Models to New Languages ↗Fahim Faisal, Antonios Anastasopoulos · Long Papers7 citations
  37. FAD-X: Fusing Adapters for Cross-lingual Transfer to Low-Resource Languages ↗Jaeseong Lee, Seung-won Hwang, Taesup Kim · Short Papers6 citations
  38. Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality ↗Haozhe Chi, Minghua Yang, Junhao Zhu et al. · Long Papers6 citations
  39. Persona or Context? Towards Building Context adaptive Personalized Persuasive Virtual Sales Assistant ↗Abhisek Tiwari, Sriparna Saha, Shubhashis Sengupta et al. · Long Papers6 citations
  40. Arabic Dialect Identification with a Few Labeled Examples Using Generative Adversarial Networks ↗Mahmoud Yusuf, Marwan Torki, Nagwa El-Makky · Long Papers5 citations
  41. CLASP: Few-Shot Cross-Lingual Data Augmentation for Semantic Parsing ↗Andy Rosenbaum, Saleh Soltan, Wael Hamza et al. · Short Papers5 citations
  42. Every word counts: A multilingual analysis of individual human alignment with model attention ↗Stephanie Brandl, Nora Hollenstein · Short Papers5 citations
  43. FPC: Fine-tuning with Prompt Curriculum for Relation Extraction ↗Sicheng Yang, Dandan Song · Long Papers5 citations
  44. Is Encoder-Decoder Redundant for Neural Machine Translation? ↗Yingbo Gao, Christian Herold, Zijian Yang et al. · Long Papers5 citations
  45. NepBERTa: Nepali Language Model Trained in a Large Corpus ↗Sulav Timilsina, Milan Gautam, Binod Bhattarai · Short Papers5 citations
  46. PicTalky: Augmentative and Alternative Communication for Language Developmental Disabilities ↗Chanjun Park, Yoonna Jang, Seolhwa Lee et al. · System Demonstrations5 citations
  47. SPARQL-to-Text Question Generation for Knowledge-Based Conversational Applications ↗Gwénolé Lecorvé, Morgan Veyret, Quentin Brabant et al. · Long Papers5 citations
  48. Semantic Shift Stability: Efficient Way to Detect Performance Degradation of Word Embeddings and Pre-trained Language Models ↗Shotaro Ishihara, Hiromu Takahashi, Hono Shirai · Long Papers5 citations
  49. The lack of theory is painful: Modeling Harshness in Peer Review Comments ↗Rajeev Verma, Rajarshi Roychoudhury, Tirthankar Ghosal · Long Papers5 citations
  50. Addressing Segmentation Ambiguity in Neural Linguistic Steganography ↗Jumon Nozaki, Yugo Murawaki · Short Papers4 citations
  51. Analyzing Biases to Spurious Correlations in Text Classification Tasks ↗Adian Liusie, Vatsal Raina, Vyas Raina et al. · Short Papers4 citations
  52. BERTSeg: BERT Based Unsupervised Subword Segmentation for Neural Machine Translation ↗Haiyue Song, Raj Dabre, Zhuoyuan Mao et al. · Short Papers4 citations
  53. CrowdChecked: Detecting Previously Fact-Checked Claims in Social Media ↗Momchil Hardalov, Anton Chernyavskiy, Ivan Koychev et al. · Long Papers4 citations
  54. Detecting Incongruent News Articles Using Multi-head Attention Dual Summarization ↗Sujit Kumar, Gaurav Kumar, Sanasam Ranbir Singh · Long Papers4 citations
  55. Enhancing Financial Table and Text Question Answering with Tabular Graph and Numerical Reasoning ↗Rungsiman Nararatwong, Natthawut Kertkeidkachorn, Ryutaro Ichise · Long Papers4 citations
  56. Extractive Entity-Centric Summarization as Sentence Selection using Bi-Encoders ↗Ella Hofmann-Coyle, Mayank Kulkarni, Lingjue Xie et al. · Short Papers4 citations
  57. KESA: A Knowledge Enhanced Approach To Sentiment Analysis ↗Qinghua Zhao, Shuai Ma, Shuo Ren · Long Papers4 citations
  58. MiQA: A Benchmark for Inference on Metaphorical Questions ↗Iulia Comșa, Julian Eisenschlos, Srini Narayanan · Short Papers4 citations
  59. Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal NegationHung Thinh Truong, Yulia Otmakhova, Timothy Baldwin et al. · Long Papers4 citations · our summary
  60. Recent Advances in Pre-trained Language Models: Why Do They Work and How Do They Work ↗Cheng-Han Chiang, Yung-Sung Chuang, Hung-yi Lee · Tutorial Abstracts4 citations
  61. Risk-graded Safety for Handling Medical Queries in Conversational AI ↗Gavin Abercrombie, Verena Rieser · Short Papers4 citations
  62. SummVD : An efficient approach for unsupervised topic-based text summarization ↗Gabriel Shenouda, Aurélien Bossard, Oussama Ayoub et al. · Long Papers4 citations
  63. This Patient Looks Like That Patient: Prototypical Networks for Interpretable Diagnosis Prediction from Clinical Text ↗Betty van Aken, Jens-Michalis Papaioannou, Marcel Naik et al. · Long Papers4 citations
  64. WAX: A New Dataset for Word Association eXplanations ↗Chunhua Liu, Trevor Cohn, Simon De Deyne et al. · Long Papers4 citations
  65. AGRank: Augmented Graph-based Unsupervised Keyphrase Extraction ↗Haoran Ding, Xiao Luo · Long Papers3 citations
  66. AVAST: Attentive Variational State Tracker in a Reinforced Navigator ↗Je-Wei Jang, Mahdin Rohmatillah, Jen-Tzung Chien · Long Papers3 citations
  67. Affective Retrofitted Word Embeddings ↗Sapan Shah, Sreedhar Reddy, Pushpak Bhattacharyya · Long Papers3 citations
  68. CoFE: A New Dataset of Intra-Multilingual Multi-target Stance Classification from an Online European Participatory Democracy Platform ↗Valentin Barriere, Guillaume Guillaume Jacquet, Leo Hemamou · Short Papers3 citations
  69. Combining Argumentation Structure and Language Model for Generating Natural Argumentative Dialogue ↗Koh Mitsuda, Ryuichiro Higashinaka, Kuniko Saito · Short Papers3 citations
  70. Double Trouble: How to not Explain a Text Classifier's Decisions Using Counterfactuals Synthesized by Masked Language Models? ↗Thang Pham, Trung Bui, Long Mai et al. · Long Papers3 citations
  71. Efficient and Robust Knowledge Graph Construction ↗Ningyu Zhang, Tao Gui, Guoshun Nan · Tutorial Abstracts3 citations
  72. Exploring Universal Sentence Encoders for Zero-shot Text Classification ↗Souvika Sarkar, Dongji Feng, Shubhra Kanti Karmaker Santu · Short Papers3 citations
  73. Exploring the Effects of Negation and Grammatical Tense on Bias Probes ↗Samia Touileb · Short Papers3 citations
  74. HaRiM$^+$: Evaluating Summary Quality with Hallucination Risk ↗Seonil (Simon) Son, Junsoo Park, Jeong-in Hwang et al. · Long Papers3 citations
  75. Improving Chinese Story Generation via Awareness of Syntactic Dependencies and Semantics ↗Henglin Huang, Chen Tang, Tyler Loakman et al. · Short Papers3 citations
  76. Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act ClassificationTulika Saha, Aditya Prakash Patra, Sriparna Saha et al. · Long Papers3 citations · our summary
  77. Multi-Type Conversational Question-Answer Generation with Closed-ended and Unanswerable Questions ↗Seonjeong Hwang, Yunsu Kim, Gary Geunbae Lee · Short Papers3 citations
  78. Robust Hate Speech Detection via Mitigating Spurious Correlations ↗Kshitiz Tiwari, Shuhan Yuan, Lu Zhang · Short Papers3 citations
  79. SAPGraph: Structure-aware Extractive Summarization for Scientific Papers with Heterogeneous Graph ↗Siya Qi, Lei Li, Yiyang Li et al. · Long Papers3 citations
  80. Seamlessly Integrating Factual Information and Social Content with Persuasive Dialogue ↗Maximillian Chen, Weiyan Shi, Feifan Yan et al. · Long Papers3 citations
  81. The Lifecycle of “Facts”: A Survey of Social Bias in Knowledge Graphs ↗Angelie Kraft, Ricardo Usbeck · Long Papers3 citations
  82. Towards Simple and Efficient Task-Adaptive Pre-training for Text Classification ↗Arnav Ladkat, Aamir Miyajiwala, Samiksha Jagadale et al. · Short Papers3 citations
  83. Transfer Learning for Humor Detection by Twin Masked Yellow Muppets ↗Aseem Arora, Gaël Dias, Adam Jatowt et al. · Short Papers3 citations
  84. Transformer-based Localization from Embodied Dialog with Large-scale Pre-training ↗Meera Hahn, James M. Rehg · Short Papers3 citations
  85. When Cantonese NLP Meets Pre-training: Progress and Challenges ↗Rong Xiang, Hanzhuo Tan, Jing Li et al. · Tutorial Abstracts3 citations
  86. An Embarrassingly Simple Approach for Intellectual Property Rights Protection on Recurrent Neural Networks ↗Zhi Qin Tan, Hao Shan Wong, Chee Seng Chan · Long Papers2 citations
  87. Analogy-Guided Evolutionary Pretraining of Binary Word Embeddings ↗R. Alexander Knipper, Md. Mahadi Hassan, Mehdi Sadi et al. · Long Papers2 citations
  88. AugCSE: Contrastive Sentence Embedding with Diverse Augmentations ↗Zilu Tang, Muhammed Yusuf Kocyigit, Derry Tanti Wijaya · Long Papers2 citations
  89. BiomedCurator: Data Curation for Biomedical Literature ↗Mohammad Golam Sohrab, Khoa N.A. Duong, Ikeda Masami et al. · System Demonstrations2 citations
  90. CNN for Modeling Sanskrit Originated Bengali and Hindi Language ↗Chowdhury Rahman, MD. Hasibur Rahman, Mohammad Rafsan et al. · Long Papers2 citations
  91. Concreteness vs. Abstractness: A Selectional Preference Perspective ↗Tarun Tater, Diego Frassinelli, Sabine Schulte im Walde · Student Research Workshop2 citations
  92. Construction Repetition Reduces Information Rate in Dialogue ↗Mario Giulianelli, Arabella Sinclair, Raquel Fernández · Long Papers2 citations
  93. Cross-Lingual Open-Domain Question Answering with Answer Sentence Generation ↗Benjamin Muller, Luca Soldaini, Rik Koncel-Kedziorski et al. · Long Papers2 citations
  94. Dead or Murdered? Predicting Responsibility Perception in Femicide News Reports ↗Gosse Minnema, Sara Gemelli, Chiara Zanchi et al. · Long Papers2 citations
  95. Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora ↗Sara Papi, Alina Karakanta, Matteo Negri et al. · Short Papers2 citations
  96. Domain-aware Self-supervised Pre-training for Label-Efficient Meme Analysis ↗Shivam Sharma, Mohd Khizir Siddiqui, Md. Shad Akhtar et al. · Long Papers2 citations
  97. Dynamic Topic Modeling by Clustering Embeddings from Pretrained Language Models: A Research Proposal ↗Anton Eklund, Mona Forsman, Frank Drewes · Student Research Workshop2 citations
  98. Fine-grained Contrastive Learning for Definition Generation ↗Hengyuan Zhang, Dawei Li, Shiping Yang et al. · Long Papers2 citations
  99. Food Knowledge Representation Learning with Adversarial Substitution ↗Diya Li, Mohammed J Zaki · Long Papers2 citations
  100. Improving Graph-Based Text Representations with Character and Word Level N-grams ↗Wenzhe Li, Nikolaos Aletras · Short Papers2 citations

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