Exploring the Landscape of Natural Language Processing Research

20 July 2023

Papers citing "Exploring the Landscape of Natural Language Processing Research"

41 / 41 papers shown

Title
AspectCSE: Sentence Embeddings for Aspect-based Semantic Textual Similarity Using Contrastive Learning and Structured Knowledge Tim Schopf Emanuel Gerber Malte Ostendorff Florian Matthes 68 4 0 15 Jul 2023
Efficient Domain Adaptation of Sentence Embeddings Using Adapters Tim Schopf Dennis Schneider Florian Matthes 50 5 0 06 Jul 2023
Evaluating Unsupervised Text Classification: Zero-shot and Similarity-based Approaches Tim Schopf Daniel Braun Florian Matthes 60 57 0 29 Nov 2022
Geographic Citation Gaps in NLP Research Mukund Rungta Janvijay Singh Saif M. Mohammad Diyi Yang 45 23 0 26 Oct 2022
Emergent Abilities of Large Language Models Jason W. Wei Yi Tay Rishi Bommasani Colin Raffel Barret Zoph ... Tatsunori Hashimoto Oriol Vinyals Percy Liang J. Dean W. Fedus ELM ReLM LRM 267 2,468 0 15 Jun 2022
Contextual Representation Learning beyond Masked Language Modeling Zhiyi Fu Wangchunshu Zhou Jingjing Xu Hao Zhou Lei Li 33 26 0 08 Apr 2022
BERTopic: Neural topic modeling with a class-based TF-IDF procedure M. Grootendorst 135 1,474 0 11 Mar 2022
Neighborhood Contrastive Learning for Scientific Document Representations with Citation Embeddings Malte Ostendorff Nils Rethmeier Isabelle Augenstein Bela Gipp Georg Rehm 62 77 0 14 Feb 2022
Red Teaming Language Models with Language Models Ethan Perez Saffron Huang Francis Song Trevor Cai Roman Ring John Aslanides Amelia Glaese Nat McAleese G. Irving AAML 136 651 0 07 Feb 2022
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models Jason W. Wei Xuezhi Wang Dale Schuurmans Maarten Bosma Brian Ichter F. Xia Ed H. Chi Quoc Le Denny Zhou LM&Ro LRM AI4CE ReLM 747 9,330 0 28 Jan 2022
An Empirical Survey of the Effectiveness of Debiasing Techniques for Pre-trained Language Models Nicholas Meade Elinor Poole-Dayan Siva Reddy 61 127 0 16 Oct 2021
(Un)solving Morphological Inflection: Lemma Overlap Artificially Inflates Models' Performance Omer Goldman David Guriel Reut Tsarfaty 109 28 0 12 Aug 2021
Knowledgeable Prompt-tuning: Incorporating Knowledge into Prompt Verbalizer for Text Classification Shengding Hu Ning Ding Huadong Wang Zhiyuan Liu Jingang Wang Juan-Zi Li Wei Wu Maosong Sun VLM 82 367 0 04 Aug 2021
BitFit: Simple Parameter-efficient Fine-tuning for Transformer-based Masked Language-models Elad Ben-Zaken Shauli Ravfogel Yoav Goldberg 158 1,218 0 18 Jun 2021
Pre-Trained Models: Past, Present and Future Xu Han Zhengyan Zhang Ning Ding Yuxian Gu Xiao Liu ... Jie Tang Ji-Rong Wen Jinhui Yuan Wayne Xin Zhao Jun Zhu AIFin MQ AI4MH 130 849 0 14 Jun 2021
Unsupervised Speech Recognition Alexei Baevski Wei-Ning Hsu Alexis Conneau Michael Auli SSL 105 275 0 24 May 2021
SimCSE: Simple Contrastive Learning of Sentence Embeddings Tianyu Gao Xingcheng Yao Danqi Chen AILaw SSL 257 3,386 0 18 Apr 2021
Multilingual and code-switching ASR challenges for low resource Indian languages Anuj Diwan Rakesh Vaideeswaran Sanket Shah Ankita Singh Srinivasa Raghavan ... Jai Nanavati Raoul Nanavati Karthik Sankaranarayanan Tejaswi Seeram Basil Abraham 46 84 0 01 Apr 2021
What Makes Good In-Context Examples for GPT- $3$ ? Jiachang Liu Dinghan Shen Yizhe Zhang Bill Dolan Lawrence Carin Weizhu Chen AAML RALM 364 1,374 0 17 Jan 2021
CTRLsum: Towards Generic Controllable Text Summarization Junxian He Wojciech Kry'sciñski Bryan McCann Nazneen Rajani Caiming Xiong 246 140 0 08 Dec 2020
Evaluating Explanations: How much do explanations from the teacher aid students? Danish Pruthi Rachit Bansal Bhuwan Dhingra Livio Baldini Soares Michael Collins Zachary Chase Lipton Graham Neubig William W. Cohen FAtt XAI 46 109 0 01 Dec 2020
Language-agnostic BERT Sentence Embedding Fangxiaoyu Feng Yinfei Yang Daniel Cer N. Arivazhagan Wei Wang 157 904 0 03 Jul 2020
Language (Technology) is Power: A Critical Survey of "Bias" in NLP Su Lin Blodgett Solon Barocas Hal Daumé Hanna M. Wallach 155 1,236 0 28 May 2020
Text-to-Text Pre-Training for Data-to-Text Tasks Mihir Kale Abhinav Rastogi AI4CE 40 202 0 21 May 2020
XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning Edoardo Ponti Goran Glavaš Olga Majewska Qianchu Liu Ivan Vulić Anna Korhonen LRM 61 321 0 01 May 2020
SPECTER: Document-level Representation Learning using Citation-informed Transformers Arman Cohan Sergey Feldman Iz Beltagy Doug Downey Daniel S. Weld AI4TS 79 549 0 15 Apr 2020
Pretrained Transformers Improve Out-of-Distribution Robustness Dan Hendrycks Xiaoyuan Liu Eric Wallace Adam Dziedzic R. Krishnan D. Song OOD 177 434 0 13 Apr 2020
TAPAS: Weakly Supervised Table Parsing via Pre-training Jonathan Herzig Pawel Krzysztof Nowak Thomas Müller Francesco Piccinno Julian Martin Eisenschlos LMTD RALM 86 650 0 05 Apr 2020
Scaling Laws for Neural Language Models Jared Kaplan Sam McCandlish T. Henighan Tom B. Brown B. Chess R. Child Scott Gray Alec Radford Jeff Wu Dario Amodei 548 4,797 0 23 Jan 2020
Unsupervised Cross-lingual Representation Learning at Scale Alexis Conneau Kartikay Khandelwal Naman Goyal Vishrav Chaudhary Guillaume Wenzek Francisco Guzmán Edouard Grave Myle Ott Luke Zettlemoyer Veselin Stoyanov 195 6,538 0 05 Nov 2019
DialoGPT: Large-Scale Generative Pre-training for Conversational Response Generation Yizhe Zhang Siqi Sun Michel Galley Yen-Chun Chen Chris Brockett Xiang Gao Jianfeng Gao Jingjing Liu W. Dolan VLM 153 1,519 0 01 Nov 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 116 6,251 0 22 Oct 2019
Encode, Tag, Realize: High-Precision Text Editing Eric Malmi Sebastian Krause S. Rothe Daniil Mirylenka Aliaksei Severyn 3DV 57 171 0 03 Sep 2019
Sentence-BERT: Sentence Embeddings using Siamese BERT-Networks Nils Reimers Iryna Gurevych 1.2K 12,181 0 27 Aug 2019
LXMERT: Learning Cross-Modality Encoder Representations from Transformers Hao Hao Tan Joey Tianyi Zhou VLM MLLM 227 2,477 0 20 Aug 2019
RoBERTa: A Robustly Optimized BERT Pretraining Approach Yinhan Liu Myle Ott Naman Goyal Jingfei Du Mandar Joshi Danqi Chen Omer Levy M. Lewis Luke Zettlemoyer Veselin Stoyanov AIMat 543 24,422 0 26 Jul 2019
Head-Driven Phrase Structure Grammar Parsing on Penn Treebank Junru Zhou Zhao Hai 68 144 0 05 Jul 2019
SciBERT: A Pretrained Language Model for Scientific Text Iz Beltagy Kyle Lo Arman Cohan 120 2,968 0 26 Mar 2019
EDA: Easy Data Augmentation Techniques for Boosting Performance on Text Classification Tasks Jason W. Wei Kai Zou 101 1,953 0 31 Jan 2019
A Web-scale system for scientific knowledge exploration Zhihong Shen Hao Ma Kuansan Wang 142 123 0 30 May 2018
Efficient Estimation of Word Representations in Vector Space Tomas Mikolov Kai Chen G. Corrado J. Dean 3DV 644 31,490 0 16 Jan 2013