Title
Selecting and combining complementary feature representations and classifiers for hate speech detection Rafael M. O. Cruz Woshington V. de Sousa George D. C. Cavalcanti 35 13 0 18 Jan 2022
Multi-Narrative Semantic Overlap Task: Evaluation and Benchmark Naman Bansal Mousumi Akter Shubhra (Santu) Karmaker 36 0 0 14 Jan 2022
"A Passage to India": Pre-trained Word Embeddings for Indian Languages Saurav Kumar Saunack Kumar Diptesh Kanojia P. Bhattacharyya 72 31 0 27 Dec 2021
Delivery Issues Identification from Customer Feedback Data Ankush Chopra Mahima Arora Shubham Pandey 4 2 0 26 Dec 2021
Sentence Embeddings and High-speed Similarity Search for Fast Computer Assisted Annotation of Legal Documents Hannes Westermann Jaromír Šavelka Vern R. Walker Kevin D. Ashley Karim Benyekhlef AILaw 21 25 0 21 Dec 2021
Harnessing Cross-lingual Features to Improve Cognate Detection for Low-resource Languages Diptesh Kanojia Raj Dabre Shubham Dewangan P. Bhattacharyya Gholamreza Haffari Malhar A. Kulkarni 26 5 0 16 Dec 2021
A Deep Learning Approach for Ontology Enrichment from Unstructured Text Lalit Mohan Sanagavarapu Vivek Iyer Y. R. Reddy 20 6 0 16 Dec 2021
A Review on Graph Neural Network Methods in Financial Applications Jianian Wang Shenmin Zhang Yanghua Xiao Rui Song AI4TS 34 104 0 27 Nov 2021
Modelling Direct Messaging Networks with Multiple Recipients for Cyber Deception Kristen Moore Cody James Christopher David Liebowitz Surya Nepal R. Selvey 26 4 0 21 Nov 2021
Critical Sentence Identification in Legal Cases Using Multi-Class Classification Sahan Jayasinghe Lakith Rambukkanage Ashan Silva Nisansa de Silva A. Perera AILaw ELM 51 4 0 10 Nov 2021
Effective and Imperceptible Adversarial Textual Attack via Multi-objectivization Shengcai Liu Ning Lu W. Hong Chao Qian Ke Tang AAML 22 15 0 02 Nov 2021
Adapting to the Long Tail: A Meta-Analysis of Transfer Learning Research for Language Understanding Tasks Aakanksha Naik J. Lehman Carolyn Rose 46 7 0 02 Nov 2021
Comparative Study of Long Document Classification Vedangi Wagh Snehal Khandve Isha Joshi Apurva Wani Geetanjali Kale Raviraj Joshi 24 25 0 01 Nov 2021
Quality Estimation Using Round-trip Translation with Sentence Embeddings N. Crone A. Power John Weldon 30 3 0 31 Oct 2021
The Golden Rule as a Heuristic to Measure the Fairness of Texts Using Machine Learning A. Izzidien D. Stillwell FaML 11 3 0 29 Oct 2021
A Scalable AutoML Approach Based on Graph Neural Networks M. Helali Essam Mansour Ibrahim Abdelaziz Julian T Dolby Kavitha Srinivas GNN 31 12 0 29 Oct 2021
Virtual Augmentation Supported Contrastive Learning of Sentence Representations Dejiao Zhang Wei Xiao Henghui Zhu Xiaofei Ma Andrew O. Arnold SSL 56 29 0 16 Oct 2021
Controllable Semantic Parsing via Retrieval Augmentation Panupong Pasupat Yuan Zhang Kelvin Guu 132 47 0 16 Oct 2021
ASPECTNEWS: Aspect-Oriented Summarization of News Documents Ojas Ahuja Jiacheng Xu A. Gupta Kevin Horecka Greg Durrett 84 46 0 15 Oct 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini M. Worring 56 81 0 13 Oct 2021
Offensive Language Detection with BERT-based models, By Customizing Attention Probabilities Peyman Alavi Pouria Nikvand M. Shamsfard 29 5 0 11 Oct 2021
Quantifying the Suicidal Tendency on Social Media: A Survey Muskan Garg 22 4 0 04 Oct 2021
Collaborative Storytelling with Human Actors and AI Narrators Boyd Branch Piotr Wojciech Mirowski Kory W. Mathewson 29 21 0 29 Sep 2021
Micromodels for Efficient, Explainable, and Reusable Systems: A Case Study on Mental Health Andrew Lee Jonathan K. Kummerfeld Lawrence C. An Rada Mihalcea 38 24 0 28 Sep 2021
MFAQ: a Multilingual FAQ Dataset Maxime De Bruyn Ehsan Lotfi Jeska Buhmann Walter Daelemans RALM 50 21 0 27 Sep 2021
Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation Yunlong Wang Priyadarshini Venkatesh Brian Y. Lim 19 20 0 21 Sep 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 35 8 0 14 Sep 2021
A Strong Baseline for Query Efficient Attacks in a Black Box Setting Rishabh Maheshwary Saket Maheshwary Vikram Pudi AAML 30 30 0 10 Sep 2021
NeuroCartography: Scalable Automatic Visual Summarization of Concepts in Deep Neural Networks Haekyu Park Nilaksh Das Rahul Duggal Austin P. Wright Omar Shaikh Fred Hohman Duen Horng Chau HAI 29 25 0 29 Aug 2021
Searching for an Effective Defender: Benchmarking Defense against Adversarial Word Substitution Zongyi Li Jianhan Xu Jiehang Zeng Linyang Li Xiaoqing Zheng Qi Zhang Kai-Wei Chang Cho-Jui Hsieh AAML 8 74 0 29 Aug 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations M. Moradi Matthias Samwald AAML 53 96 0 27 Aug 2021
A New Sentence Ordering Method Using BERT Pretrained Model Melika Golestani S. Z. Razavi Heshaam Faili 21 2 0 26 Aug 2021
Sentence-T5: Scalable Sentence Encoders from Pre-trained Text-to-Text Models Jianmo Ni Gustavo Hernández Ábrego Noah Constant Ji Ma Keith B. Hall Daniel Cer Yinfei Yang 63 529 0 19 Aug 2021
COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews Shruti Singh M. Singh Pawan Goyal 27 8 0 09 Aug 2021
Term Expansion and FinBERT fine-tuning for Hypernym and Synonym Ranking of Financial Terms Ankush Chopra Sohom Ghosh 19 7 0 29 Jul 2021
Graph-Based Learning for Stock Movement Prediction with Textual and Relational Data Qinkai Chen C. Robert AIFin 40 25 0 22 Jul 2021
Cross-lingual Emotion Detection Sabit Hassan Shaden Shaar Kareem Darwish 27 12 0 10 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 39 202 0 03 Jun 2021
Corpus-Based Paraphrase Detection Experiments and Review T. Vrbanec A. Meštrović 50 31 0 31 May 2021
One4all User Representation for Recommender Systems in E-commerce Kyuyong Shin Hanock Kwak KyungHyun Kim Minkyu Kim Young-Jin Park Jisu Jeong Seungjae Jung 36 27 0 24 May 2021
Sentence Similarity Based on Contexts Xiaofei Sun Yuxian Meng Xiang Ao Fei Wu Tianwei Zhang Jiwei Li Chun Fan 28 29 0 17 May 2021
DefSent: Sentence Embeddings using Definition Sentences Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 19 23 0 10 May 2021
Identifying Helpful Sentences in Product Reviews Iftah Gamzu Hila Gonen Gilad Kutiel Ran Levy Eugene Agichtein 24 24 0 20 Apr 2021
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 106 230 0 15 Apr 2021
Survey on reinforcement learning for language processing Víctor Uc Cetina Nicolás Navarro-Guerrero A. Martín-González C. Weber S. Wermter OffRL 31 101 0 12 Apr 2021
Increasing the Speed and Accuracy of Data LabelingThrough an AI Assisted Interface Michael Desmond Zahra Ashktorab Michelle Brachman Kristina Brimijoin Evelyn Duesterwald ... Catherine Finegan-Dollak Michael J. Muller N. Joshi Qian Pan Aabhas Sharma 29 50 0 09 Apr 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 25 197 0 22 Mar 2021
Grey-box Adversarial Attack And Defence For Sentiment Classification Ying Xu Xu Zhong Antonio Jimeno Yepes Jey Han Lau VLM AAML 16 53 0 22 Mar 2021
Extractive Summarization of Call Transcripts Pratik K. Biswas Aleksandr Iakubovich 18 10 0 19 Mar 2021
Large Pre-trained Language Models Contain Human-like Biases of What is Right and Wrong to Do P. Schramowski Cigdem Turan Nico Andersen Constantin Rothkopf Kristian Kersting 33 281 0 08 Mar 2021