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07/05/2023
Leveraging Denoised Abstract Meaning Representation for Grammatical Error Correction
Grammatical Error Correction (GEC) is the task of correcting errorful se...
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06/22/2023
Class-Incremental Learning based on Label Generation
Despite the great success of pre-trained language models, it is still a ...
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06/07/2023
From the One, Judge of the Whole: Typed Entailment Graph Construction with Predicate Generation
Entailment Graphs (EGs) have been constructed based on extracted corpora...
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06/04/2023
MoviePuzzle: Visual Narrative Reasoning through Multimodal Order Learning
We introduce MoviePuzzle, a novel challenge that targets visual narrativ...
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06/01/2023
How Many Answers Should I Give? An Empirical Study of Multi-Answer Reading Comprehension
The multi-answer phenomenon, where a question may have multiple answers ...
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05/30/2023
The Magic of IF: Investigating Causal Reasoning Abilities in Large Language Models of Code
Causal reasoning, the ability to identify cause-and-effect relationship,...
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05/30/2023
Shuo Wen Jie Zi: Rethinking Dictionaries and Glyphs for Chinese Language Pre-training
We introduce CDBERT, a new learning paradigm that enhances the semantics...
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05/30/2023
VSTAR: A Video-grounded Dialogue Dataset for Situated Semantic Understanding with Scene and Topic Transitions
Video-grounded dialogue understanding is a challenging problem that requ...
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05/28/2023
More than Classification: A Unified Framework for Event Temporal Relation Extraction
Event temporal relation extraction (ETRE) is usually formulated as a mul...
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05/24/2023
Dealing with Cross-Task Class Discrimination in Online Continual Learning
Existing continual learning (CL) research regards catastrophic forgettin...
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05/19/2023
Analyzing and Reducing the Performance Gap in Cross-Lingual Transfer with Fine-tuning Slow and Fast
Existing research has shown that a multilingual pre-trained language mod...
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05/17/2023
Smart Word Suggestions for Writing Assistance
Enhancing word usage is a desired feature for writing assistance. To fur...
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05/12/2023
Knowledge Refinement via Interaction Between Search Engines and Large Language Models
Information retrieval (IR) plays a crucial role in locating relevant res...
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05/08/2023
A Frustratingly Easy Improvement for Position Embeddings via Random Padding
Position embeddings, encoding the positional relationships among tokens ...
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04/20/2023
Learning to Program with Natural Language
Large Language Models (LLMs) have shown remarkable performance in variou...
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03/02/2023
Can BERT Refrain from Forgetting on Sequential Tasks? A Probing Study
Large pre-trained language models help to achieve state of the art on a ...
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02/26/2023
Cross-Lingual Question Answering over Knowledge Base as Reading Comprehension
Although many large-scale knowledge bases (KBs) claim to contain multili...
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12/20/2022
Adam: Dense Retrieval Distillation with Adaptive Dark Examples
To improve the performance of the dual-encoder retriever, one effective ...
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11/10/2022
MMDialog: A Large-scale Multi-turn Dialogue Dataset Towards Multi-modal Open-domain Conversation
Responding with multi-modal content has been recognized as an essential ...
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10/31/2022
Do Charge Prediction Models Learn Legal Theory?
The charge prediction task aims to predict the charge for a case given i...
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10/22/2022
Collaborative Reasoning on Multi-Modal Semantic Graphs for Video-Grounded Dialogue Generation
We study video-grounded dialogue generation, where a response is generat...
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10/20/2022
Counterfactual Recipe Generation: Exploring Compositional Generalization in a Realistic Scenario
People can acquire knowledge in an unsupervised manner by reading, and c...
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09/07/2022
Knowledge-enhanced Iterative Instruction Generation and Reasoning for Knowledge Base Question Answering
Multi-hop Knowledge Base Question Answering(KBQA) aims to find the answe...
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04/17/2022
Does Recommend-Revise Produce Reliable Annotations? An Analysis on Missing Instances in DocRED
DocRED is a widely used dataset for document-level relation extraction. ...
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04/07/2022
Entailment Graph Learning with Textual Entailment and Soft Transitivity
Typed entailment graphs try to learn the entailment relations between pr...
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03/15/2022
Things not Written in Text: Exploring Spatial Commonsense from Visual Signals
Spatial commonsense, the knowledge about spatial position and relationsh...
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09/11/2021
Extract, Integrate, Compete: Towards Verification Style Reading Comprehension
In this paper, we present a new verification style reading comprehension...
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06/03/2021
Exploring Distantly-Labeled Rationales in Neural Network Models
Recent studies strive to incorporate various human rationales into neura...
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06/03/2021
Three Sentences Are All You Need: Local Path Enhanced Document Relation Extraction
Document-level Relation Extraction (RE) is a more challenging task than ...
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06/02/2021
Why Machine Reading Comprehension Models Learn Shortcuts?
Recent studies report that many machine reading comprehension (MRC) mode...
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04/19/2021
Everything Has a Cause: Leveraging Causal Inference in Legal Text Analysis
Causal inference is the process of capturing cause-effect relationship a...
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04/15/2021
Lattice-BERT: Leveraging Multi-Granularity Representations in Chinese Pre-trained Language Models
Chinese pre-trained language models usually process text as a sequence o...
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06/23/2020
Domain Adaptation for Semantic Parsing
Recently, semantic parsing has attracted much attention in the community...
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05/17/2020
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce
With the prosperous of cross-border e-commerce, there is an urgent deman...
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05/12/2020
Neighborhood Matching Network for Entity Alignment
Structural heterogeneity between knowledge graphs is an outstanding chal...
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05/10/2020
From Standard Summarization to New Tasks and Beyond: Summarization with Manifold Information
Text summarization is the research area aiming at creating a short and c...
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03/10/2020
Learning to Respond with Stickers: A Framework of Unifying Multi-Modality in Multi-Turn Dialog
Stickers with vivid and engaging expressions are becoming increasingly p...
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02/24/2020
Low-Resource Knowledge-Grounded Dialogue Generation
Responding with knowledge has been recognized as an important capability...
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11/26/2019
Integrating Relation Constraints with Neural Relation Extractors
Recent years have seen rapid progress in identifying predefined relation...
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11/07/2019
Transformation of Dense and Sparse Text Representations
Sparsity is regarded as a desirable property of representations, especia...
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11/07/2019
Query-bag Matching with Mutual Coverage for Information-seeking Conversations in E-commerce
Information-seeking conversation system aims at satisfying the informati...
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10/28/2019
RPM-Oriented Query Rewriting Framework for E-commerce Keyword-Based Sponsored Search
Sponsored search optimizes revenue and relevance, which is estimated by ...
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10/06/2019
Multilingual Dialogue Generation with Shared-Private Memory
Existing dialog systems are all monolingual, where features shared among...
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09/25/2019
Semi-supervised Text Style Transfer: Cross Projection in Latent Space
Text style transfer task requires the model to transfer a sentence of on...
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09/20/2019
Jointly Learning Entity and Relation Representations for Entity Alignment
Entity alignment is a viable means for integrating heterogeneous knowled...
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09/19/2019
How to Write Summaries with Patterns? Learning towards Abstractive Summarization through Prototype Editing
Under special circumstances, summaries should conform to a particular st...
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09/02/2019
A Sketch-Based System for Semantic Parsing
This paper presents our semantic parsing system for the evaluation task ...
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08/22/2019
Relation-Aware Entity Alignment for Heterogeneous Knowledge Graphs
Entity alignment is the task of linking entities with the same real-worl...
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06/11/2019
Learning a Matching Model with Co-teaching for Multi-turn Response Selection in Retrieval-based Dialogue Systems
We study learning of a matching model for response selection in retrieva...
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06/11/2019