📰 AACL 2022 — accepted papers

AACL 2022 is the 2022 edition of the Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL), held in Online only, November 2022 (publisher: Association for Computational Linguistics). The ACL Anthology lists 176 papers of it in 5 tracks; our library holds 6 with our summaries. Below: the most cited papers, every accepted paper, and ours with their topics, authors and institutions.

Tracks

Long Papers87Short Papers60Student Research Workshop13System Demonstrations10Tutorial Abstracts6

Most cited papers

By their OpenAlex citations; a paper with our summary links to its page here, the others to the original.

1. Legal Case Document Summarization: Extractive and Abstractive Methods and their EvaluationAbhay 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 SurveyPhillip Schneider, Tim Schopf, Juraj Vladika et al. · Long Papers39 citations
4. A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial LearningHugo Berg, Siobhan Hall, Yash Bhalgat et al. · Long Papers32 citations
5. CLIP4IDC: CLIP for Image Difference CaptioningZixin Guo, Tzu-Jui Wang, Jorma Laaksonen · Short Papers26 citations
6. Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment AnalysisZhewen Yu, Jin Wang, Liang-Chih Yu et al. · Long Papers26 citations
7. MUTE: A Multimodal Dataset for Detecting Hateful MemesEftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque · Student Research Workshop25 citations
8. RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language ModelsLingzhi Wang, Huang Hu, Lei Sha et al. · Long Papers25 citations
9. Hate Speech and Offensive Language Detection in BengaliMithun 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 WorldSurangika Ranathunga, Nisansa de Silva · Long Papers22 citations

All accepted papers (176)

The most cited first; 6 with our summary link to their page here, the others to the original.

1. Legal Case Document Summarization: Extractive and Abstractive Methods and their EvaluationAbhay 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 SurveyPhillip Schneider, Tim Schopf, Juraj Vladika et al. · Long Papers39 citations
4. A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial LearningHugo Berg, Siobhan Hall, Yash Bhalgat et al. · Long Papers32 citations
5. CLIP4IDC: CLIP for Image Difference CaptioningZixin Guo, Tzu-Jui Wang, Jorma Laaksonen · Short Papers26 citations
6. Dual-Encoder Transformers with Cross-modal Alignment for Multimodal Aspect-based Sentiment AnalysisZhewen Yu, Jin Wang, Liang-Chih Yu et al. · Long Papers26 citations
7. MUTE: A Multimodal Dataset for Detecting Hateful MemesEftekhar Hossain, Omar Sharif, Mohammed Moshiul Hoque · Student Research Workshop25 citations
8. RecInDial: A Unified Framework for Conversational Recommendation with Pretrained Language ModelsLingzhi Wang, Huang Hu, Lei Sha et al. · Long Papers25 citations
9. Hate Speech and Offensive Language Detection in BengaliMithun 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 WorldSurangika 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 FeaturesJuri Opitz, Anette Frank · Long Papers19 citations
13. Re-contextualizing Fairness in NLP: The Case of IndiaShaily Bhatt, Sunipa Dev, Partha Talukdar et al. · Long Papers18 citations
14. VLStereoSet: A Study of Stereotypical Bias in Pre-trained Vision-Language ModelsKankan Zhou, Eason Lai, Jing Jiang · Long Papers18 citations
15. Cross-lingual Few-Shot Learning on Unseen LanguagesGenta 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 ConversationChen Liang, Jing Xu, Yangkun Lin et al. · Long Papers14 citations
17. An Empirical Study of Pipeline vs. Joint approaches to Entity and Relation ExtractionZhaohui Yan, Zixia Jia, Kewei Tu · Short Papers12 citations
18. Director: Generator-Classifiers For Supervised Language ModelingKushal Arora, Kurt Shuster, Sainbayar Sukhbaatar et al. · Long Papers11 citations
19. Multimodal Generation of Radiology Reports using Knowledge-Grounded Extraction of Entities and RelationsFrancesco Dalla Serra, William Clackett, Hamish MacKinnon et al. · Long Papers11 citations
20. BanglaParaphrase: A High-Quality Bangla Paraphrase DatasetAjwad Akil, Najrin Sultana, Abhik Bhattacharjee et al. · Short Papers10 citations
21. EmoNoBa: A Dataset for Analyzing Fine-Grained Emotions on Noisy Bangla TextsKhondoker 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 COMETChantal Amrhein, Rico Sennrich · Long Papers10 citations
23. Underspecification in Scene Description-to-Depiction TasksBen Hutchinson, Jason Baldridge, Vinodkumar Prabhakaran · Long Papers10 citations
24. Low-Resource Multilingual and Zero-Shot Multispeaker TTSFlorian Lux, Julia Koch, Ngoc Thang Vu · Long Papers9 citations
25. Neural Text Sanitization with Explicit Measures of Privacy RiskAnthi Papadopoulou, Yunhao Yu, Pierre Lison et al. · Long Papers9 citations

See all 176 papers in AACL 2022 — accepted papers →

📄 Papers with our summary in our library (6)

The most cited first (OpenAlex citations plus our library's).

1. An Improved Baseline for Sentence-level Relation ExtractionConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Wenxuan Zhou, Muhao Chen2022 · 124 citations
2. F-coref: Fast, Accurate and Easy to Use Coreference ResolutionConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Shon Otmazgin, Arie Cattan, Yoav Goldberg2022 · 45 citations
3. Not another Negation Benchmark: The NaN-NLI Test Suite for Sub-clausal NegationConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Hung Thinh Truong, Yulia Otmakhova, Timothy Baldwin, et al.2022 · 24 citations
4. GCDT: A Chinese RST Treebank for Multigenre and Multilingual Discourse ParsingConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Siyao Peng, Yang Janet Liu, Amir Zeldes2022 · 20 citations
5. Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act ClassificationConference of the Asia-Pacific Chapter of the Association for Computational Linguistics (AACL)Tulika Saha, Aditya Prakash Patra, Sriparna Saha, et al.2022 · 4 citations
6. How do we get there? Evaluating transformer neural networks as cognitive models for English past tense inflectionXiaomeng Ma, Lingyu Gao2022 · 2 citations

🧭 Top topics

Topics of its works in our library, with the number of works on each.

English (2)🧵Discourse analysis (1)💬Speech act theory (1)🔗Coreference resolution (1)🗂️Treebanks (1)🔎Information extraction (1)😊Sentiment & emotion (1)🗨️Dialogue systems (1)🌍Multilingual & cross-lingual NLP (1)🧩Morphology (1)📏Evaluation & benchmarks (1)🧮Reasoning (1)🖼️Vision & language (1)

📚 Fields

🎭Arts and Humanities (6)🖥️Computer Science (6)💭Psychology (1)

🧑‍🔬 Top authors

Authors with a page who published here most often: their works here, and the citations of those works.

🏛️ Top institutions

Institutions on the bylines of its works here, by the number of works.

🎓University of Southern CaliforniaLos Angeles · United States1 work here🎓The Graduate Center, CUNYNew York · United States1 work here🎓Indian Institute of Technology PatnaPatna · India1 work here🎓Bar-Ilan UniversityRamat Gan · Israel1 work here🎓University of LiverpoolLiverpool · United Kingdom1 work here🎓Toyota Technological Institute at ChicagoChicago · United States1 work here🎓Indian Institute of Technology BombayMumbai · India1 work here🎓The University of MelbourneMelbourne · Australia1 work here🎓Georgetown UniversityWashington · United States1 work here🎓Mohamed bin Zayed University of Artificial IntelligenceAbu Dhabi · United Arab Emirates1 work here🔬Allen Institute for Artificial IntelligenceSeattle · United States1 work here🎓RMIT UniversityMelbourne · Australia1 work here

Place and dates from the event's site or the ACL Anthology; works and citations from OpenAlex and our library.

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