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06/16/2023
Pushing the Limits of ChatGPT on NLP Tasks
Despite the success of ChatGPT, its performances on most NLP tasks are s...
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05/26/2023
MultiTool-CoT: GPT-3 Can Use Multiple External Tools with Chain of Thought Prompting
Large language models (LLMs) have achieved impressive performance on var...
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05/12/2023
Comprehensive Solution Program Centric Pretraining for Table-and-Text Hybrid Numerical Reasoning
Numerical reasoning over table-and-text hybrid passages, such as financi...
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05/03/2023
GPT-RE: In-context Learning for Relation Extraction using Large Language Models
In spite of the potential for ground-breaking achievements offered by la...
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11/29/2022
Textual Enhanced Contrastive Learning for Solving Math Word Problems
Solving math word problems is the task that analyses the relation of qua...
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10/21/2022
Rescue Implicit and Long-tail Cases: Nearest Neighbor Relation Extraction
Relation extraction (RE) has achieved remarkable progress with the help ...
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10/13/2022
ComSearch: Equation Searching with Combinatorial Strategy for Solving Math Word Problems with Weak Supervision
Previous studies have introduced a weakly-supervised paradigm for solvin...
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09/21/2022
Seeking Diverse Reasoning Logic: Controlled Equation Expression Generation for Solving Math Word Problems
To solve Math Word Problems, human students leverage diverse reasoning l...
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05/18/2022
Relation Extraction with Weighted Contrastive Pre-training on Distant Supervision
Contrastive pre-training on distant supervision has shown remarkable eff...
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04/08/2022
Hierarchical Softmax for End-to-End Low-resource Multilingual Speech Recognition
Low resource speech recognition has been long-suffering from insufficien...
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11/10/2021
Cross-lingual Adaption Model-Agnostic Meta-Learning for Natural Language Understanding
Meta learning with auxiliary languages has demonstrated promising improv...
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11/08/2021
JaMIE: A Pipeline Japanese Medical Information Extraction System
We present an open-access natural language processing toolkit for Japane...
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05/12/2021
OCHADAI-KYODAI at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction
We propose an ensemble model for predicting the lexical complexity of wo...
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03/17/2021
ShipSRDet: An End-to-End Remote Sensing Ship Detector Using Super-Resolved Feature Representation
High-resolution remote sensing images can provide abundant appearance in...
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12/24/2020
A Hybrid Bandit Framework for Diversified Recommendation
The interactive recommender systems involve users in the recommendation ...
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10/04/2020
Reverse Operation based Data Augmentation for Solving Math Word Problems
Automatically solving math word problems is a critical task in the field...
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09/16/2020
Minimize Exposure Bias of Seq2Seq Models in Joint Entity and Relation Extraction
Joint entity and relation extraction aims to extract relation triplets f...
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08/14/2020
Predicting Event Time by Classifying Sub-Level Temporal Relations Induced from a Unified Representation of Time Anchors
Extracting event time from news articles is a challenging but attractive...
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07/28/2020
A System for Worldwide COVID-19 Information Aggregation
The global pandemic of COVID-19 has made the public pay close attention ...
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05/17/2020
Adversarial Training for Commonsense Inference
We propose an AdversariaL training algorithm for commonsense InferenCE (...
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01/23/2020
