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09/12/2023
Towards Visual Taxonomy Expansion
Taxonomy expansion task is essential in organizing the ever-increasing v...
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09/11/2023
TeGit: Generating High-Quality Instruction-Tuning Data with Text-Grounded Task Design
High-quality instruction-tuning data is critical to improving LLM capabi...
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07/16/2023
Disco-Bench: A Discourse-Aware Evaluation Benchmark for Language Modelling
Modeling discourse – the linguistic phenomena that go beyond individual ...
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06/04/2023
Sen2Pro: A Probabilistic Perspective to Sentence Embedding from Pre-trained Language Model
Sentence embedding is one of the most fundamental tasks in Natural Langu...
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05/13/2023
Frequency-aware Dimension Selection for Static Word Embedding by Mixed Product Distance
Static word embedding is still useful, particularly for context-unavaila...
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05/13/2023
A Simple and Plug-and-play Method for Unsupervised Sentence Representation Enhancement
Generating proper embedding of sentences through an unsupervised way is ...
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03/23/2023
Is ChatGPT A Good Keyphrase Generator? A Preliminary Study
The emergence of ChatGPT has recently garnered significant attention fro...
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02/03/2023
TextShield: Beyond Successfully Detecting Adversarial Sentences in Text Classification
Adversarial attack serves as a major challenge for neural network models...
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12/02/2022
Zero-Shot Rumor Detection with Propagation Structure via Prompt Learning
The spread of rumors along with breaking events seriously hinders the tr...
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08/03/2022
Effidit: Your AI Writing Assistant
In this technical report, we introduce Effidit (Efficient and Intelligen...
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06/30/2022
FL-Tuning: Layer Tuning for Feed-Forward Network in Transformer
Prompt tuning is an emerging way of adapting pre-trained language models...
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03/03/2022
Context Enhanced Short Text Matching using Clickthrough Data
The short text matching task employs a model to determine whether two sh...
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02/17/2022
Revisiting the Evaluation Metrics of Paraphrase Generation
Paraphrase generation is an important NLP task that has achieved signifi...
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01/09/2022
Rethink Stealthy Backdoor Attacks in Natural Language Processing
Recently, it has been shown that natural language processing (NLP) model...
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04/07/2021
A Question-answering Based Framework for Relation Extraction Validation
Relation extraction is an important task in knowledge acquisition and te...
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12/31/2020
TexSmart: A Text Understanding System for Fine-Grained NER and Enhanced Semantic Analysis
This technique report introduces TexSmart, a text understanding system t...
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12/17/2020
InSRL: A Multi-view Learning Framework Fusing Multiple Information Sources for Distantly-supervised Relation Extraction
Distant supervision makes it possible to automatically label bags of sen...
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12/09/2020
Complex Relation Extraction: Challenges and Opportunities
Relation extraction aims to identify the target relations of entities in...
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05/29/2019
Ensuring Readability and Data-fidelity using Head-modifier Templates in Deep Type Description Generation
A type description is a succinct noun compound which helps human and mac...
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02/21/2019