Title
ASPECTNEWS: Aspect-Oriented Summarization of News Documents Ojas Ahuja Jiacheng Xu A. Gupta Kevin Horecka Greg Durrett 104 46 0 15 Oct 2021
The Dawn of Quantum Natural Language Processing R. Sipio Jia-Hong Huang Samuel Yen-Chi Chen Stefano Mangini Marcel Worring 131 86 0 13 Oct 2021
Offensive Language Detection with BERT-based models, By Customizing Attention Probabilities Peyman Alavi Pouria Nikvand M. Shamsfard 41 6 0 11 Oct 2021
Exploiting Twitter as Source of Large Corpora of Weakly Similar Pairs for Semantic Sentence Embeddings Marco Di Giovanni Marco Brambilla 51 10 0 05 Oct 2021
Collaborative Storytelling with Human Actors and AI Narrators Boyd Branch Piotr Wojciech Mirowski Kory W. Mathewson 65 23 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 98 24 0 28 Sep 2021
MFAQ: a Multilingual FAQ Dataset Maxime De Bruyn Ehsan Lotfi Jeska Buhmann Walter Daelemans RALM 144 21 0 27 Sep 2021
Overview of the CLEF-2019 CheckThat!: Automatic Identification and Verification of Claims Tamer Elsayed Preslav Nakov Alberto Barrón-Cedeño Maram Hasanain Reem Suwaileh Giovanni Da San Martino Preslav Nakov 118 111 0 25 Sep 2021
Interpretable Directed Diversity: Leveraging Model Explanations for Iterative Crowd Ideation Yunlong Wang Priyadarshini Venkatesh Brian Y. Lim 137 21 0 21 Sep 2021
A Temporal Variational Model for Story Generation David Wilmot Frank Keller DRL 110 9 0 14 Sep 2021
ML Based Lineage in Databases Michael Leybovich O. Shmueli AI4TS 34 2 0 13 Sep 2021
Pairwise Supervised Contrastive Learning of Sentence Representations Dejiao Zhang Shang-Wen Li Wei Xiao Henghui Zhu Ramesh Nallapati Andrew O. Arnold Bing Xiang SSL 104 52 0 12 Sep 2021
A Strong Baseline for Query Efficient Attacks in a Black Box Setting Rishabh Maheshwary Saket Maheshwary Vikram Pudi AAML 57 31 0 10 Sep 2021
Contrasting Human- and Machine-Generated Word-Level Adversarial Examples for Text Classification Maximilian Mozes Max Bartolo Pontus Stenetorp Bennett Kleinberg Lewis D. Griffin DeLMO AAML SILM 47 7 0 09 Sep 2021
Towards Improving Adversarial Training of NLP Models Jin Yong Yoo Yanjun Qi AAML 201 127 0 01 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 74 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 50 74 0 29 Aug 2021
Evaluating the Robustness of Neural Language Models to Input Perturbations M. Moradi Matthias Samwald AAML 97 102 0 27 Aug 2021
A New Sentence Ordering Method Using BERT Pretrained Model Melika Golestani S. Z. Razavi Heshaam Faili 46 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 265 570 0 19 Aug 2021
Perturbing Inputs for Fragile Interpretations in Deep Natural Language Processing Sanchit Sinha Hanjie Chen Arshdeep Sekhon Yangfeng Ji Yanjun Qi AAML FAtt 79 42 0 11 Aug 2021
COMPARE: A Taxonomy and Dataset of Comparison Discussions in Peer Reviews Shruti Singh M. Singh Pawan Goyal 55 8 0 09 Aug 2021
Term Expansion and FinBERT fine-tuning for Hypernym and Synonym Ranking of Financial Terms Ankush Chopra Sohom Ghosh 39 7 0 29 Jul 2021
Graph-Based Learning for Stock Movement Prediction with Textual and Relational Data Qinkai Chen C. Robert AIFin 81 25 0 22 Jul 2021
Stock Movement Prediction with Financial News using Contextualized Embedding from BERT Qinkai Chen AIFin 50 19 0 19 Jul 2021
Experiments with adversarial attacks on text genres Mikhail Lepekhin S. Sharoff 23 2 0 05 Jul 2021
Current Landscape of the Russian Sentiment Corpora Evgeny Kotelnikov 72 4 0 28 Jun 2021
STEP-EZ: Syntax Tree guided semantic ExPlanation for Explainable Zero-shot modeling of clinical depression symptoms from text Nawshad Farruque Randy Goebel Osmar Zaiane Sudhakar Sivapalan 47 2 0 21 Jun 2021
Cross-lingual Emotion Detection Sabit Hassan Shaden Shaar Kareem Darwish 51 12 0 10 Jun 2021
Self-Guided Contrastive Learning for BERT Sentence Representations Taeuk Kim Kang Min Yoo Sang-goo Lee SSL 106 205 0 03 Jun 2021
Corpus-Based Paraphrase Detection Experiments and Review T. Vrbanec A. Meštrović 122 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 62 28 0 24 May 2021
Answering Product-Questions by Utilizing Questions from Other Contextually Similar Products Ohad Rozen David Carmel Avihai Mejer Vitaly Mirkis Yftah Ziser 29 22 0 19 May 2021
Divided We Rule: Influencer Polarization on Twitter During Political Crises in India Saloni Dash Dibyendu Mishra Gazal Shekhawat J. Pal 34 26 0 18 May 2021
Sentence Similarity Based on Contexts Xiaofei Sun Yuxian Meng Xiang Ao Leilei Gan Tianwei Zhang Jiwei Li Chun Fan 62 30 0 17 May 2021
DefSent: Sentence Embeddings using Definition Sentences Hayato Tsukagoshi Ryohei Sasano Koichi Takeda 55 25 0 10 May 2021
Russian News Clustering and Headline Selection Shared Task I. Gusev I. Smurov 33 7 0 03 May 2021
Identifying Helpful Sentences in Product Reviews Iftah Gamzu Hila Gonen Gilad Kutiel Ran Levy Eugene Agichtein 47 24 0 20 Apr 2021
Condenser: a Pre-training Architecture for Dense Retrieval Luyu Gao Jamie Callan AI4CE 61 267 0 16 Apr 2021
Towards Variable-Length Textual Adversarial Attacks Junliang Guo Zhirui Zhang Linlin Zhang Linli Xu Boxing Chen Enhong Chen Weihua Luo AAML 145 6 0 16 Apr 2021
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 163 248 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 92 110 0 12 Apr 2021
Achieving Model Robustness through Discrete Adversarial Training Maor Ivgi Jonathan Berant AAML 71 28 0 11 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 71 52 0 09 Apr 2021
Whitening Sentence Representations for Better Semantics and Faster Retrieval Jianlin Su Jiarun Cao Weijie Liu Yangyiwen Ou 70 305 0 29 Mar 2021
Persistence Homology of TEDtalk: Do Sentence Embeddings Have a Topological Shape? Shouman Das S. A. Haque Md. Iftekhar Tanveer 32 5 0 25 Mar 2021
BERT: A Review of Applications in Natural Language Processing and Understanding M. V. Koroteev VLM 134 225 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 70 54 0 22 Mar 2021
Extractive Summarization of Call Transcripts Pratik K. Biswas Aleksandr Iakubovich 50 10 0 19 Mar 2021
ReinforceBug: A Framework to Generate Adversarial Textual Examples Bushra Sabir M. Babar R. Gaire SILM AAML 57 3 0 11 Mar 2021