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12/20/2022
Pre-trained Language Models for Keyphrase Generation: A Thorough Empirical Study
Neural models that do not rely on pre-training have excelled in the keyp...
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12/20/2022
PLUE: Language Understanding Evaluation Benchmark for Privacy Policies in English
Privacy policies provide individuals with information about their rights...
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12/20/2022
CoCoMIC: Code Completion By Jointly Modeling In-file and Cross-file Context
While pre-trained language models (LM) for code have achieved great succ...
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10/26/2022
Multi-lingual Evaluation of Code Generation Models
We present MBXP, an execution-based code completion benchmark in 10+ pro...
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10/03/2022
ContraGen: Effective Contrastive Learning For Causal Language Model
Despite exciting progress in large-scale language generation, the expres...
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06/15/2022
FixEval: Execution-based Evaluation of Program Fixes for Competitive Programming Problems
Source code repositories consist of large codebases, often containing er...
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05/23/2022
Summarize and Generate to Back-translate: Unsupervised Translation of Programming Languages
Back-translation is widely known for its effectiveness for neural machin...
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05/23/2022
BanglaNLG: Benchmarks and Resources for Evaluating Low-Resource Natural Language Generation in Bangla
This work presents BanglaNLG, a comprehensive benchmark for evaluating n...
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04/19/2022
Retrieval Enhanced Data Augmentation for Question Answering on Privacy Policies
Prior studies in privacy policies frame the question answering (QA) task...
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03/15/2022
Representation Learning for Resource-Constrained Keyphrase Generation
State-of-the-art keyphrase generation methods generally depend on large ...
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12/16/2021
CrossSum: Beyond English-Centric Cross-Lingual Abstractive Text Summarization for 1500+ Language Pairs
We present CrossSum, a large-scale dataset comprising 1.65 million cross...
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08/26/2021
Retrieval Augmented Code Generation and Summarization
Software developers write a lot of source code and documentation during ...
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08/26/2021
AVATAR: A Parallel Corpus for Java-Python Program Translation
Program translation refers to migrating source code from one programming...
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06/03/2021
Syntax-augmented Multilingual BERT for Cross-lingual Transfer
In recent years, we have seen a colossal effort in pre-training multilin...
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05/29/2021
CoDesc: A Large Code-Description Parallel Dataset
Translation between natural language and source code can help software d...
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04/17/2021
Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training
In recent years, pre-trained multilingual language models, such as multi...
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04/16/2021
Text2App: A Framework for Creating Android Apps from Text Descriptions
We present Text2App – a framework that allows users to create functional...
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03/10/2021
Unified Pre-training for Program Understanding and Generation
Code summarization and generation empower conversion between programming...
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01/01/2021
Intent Classification and Slot Filling for Privacy Policies
Understanding privacy policies is crucial for users as it empowers them ...
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12/09/2020
Simple or Complex? Learning to Predict Readability of Bengali Texts
Determining the readability of a text is the first step to its simplific...
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10/06/2020
GATE: Graph Attention Transformer Encoder for Cross-lingual Relation and Event Extraction
Prevalent approaches in cross-lingual relation and event extraction use ...
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10/06/2020
PolicyQA: A Reading Comprehension Dataset for Privacy Policies
Privacy policy documents are long and verbose. A question answering (QA)...
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08/04/2020
Select, Extract and Generate: Neural Keyphrase Generation with Syntactic Guidance
In recent years, deep neural sequence-to-sequence framework has demonstr...
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05/01/2020
A Transformer-based Approach for Source Code Summarization
Generating a readable summary that describes the functionality of a prog...
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09/20/2019
Cross-lingual Dependency Parsing with Unlabeled Auxiliary Languages
Cross-lingual transfer learning has become an important weapon to battle...
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06/05/2019
Context Attentive Document Ranking and Query Suggestion
We present a context-aware neural ranking model to exploit users' on-tas...
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11/01/2018
Near or Far, Wide Range Zero-Shot Cross-Lingual Dependency Parsing
Cross-lingual transfer is the major means toleverage knowledge from high...
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09/28/2018
Learning Robust, Transferable Sentence Representations for Text Classification
Despite deep recurrent neural networks (RNNs) demonstrate strong perform...
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04/21/2018