Methods › General › Deep Tabular Learning › BiLSTM › Papers, page 5

Bidirectional LSTM

BiLSTM

Papers archive 2025-07-28

archive papers tagged: 657 · with a code link: 252 · where Syntology ran a sample: 43 (35 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (43 of 657 tagged: 35 with a run with no instrument failure, 8 where every run was a failure of Syntology's instrument)

Page 5 of 7: papers 401 to 500 of 657, newest first by the archive's date (ties by slug), in archive order.

Repository counts are the archive's code-links table. A Syntology line states what Syntology ran from that paper's harvested code, as “N ran (of which C constructed an object rather than computing a result; K with no instrument failure: H honoured, V violated, P with no contract checked; I where Syntology's instrument failed) · U unverified”; the instrument figure counts failures of Syntology's instrument, not of the code. It is per sample and not a correctness claim. When the archive marks a repository official for the paper, the line starts with that repository's state (the archive's flag, not a verdict on who wrote the code; “community repositories only” when every sample that ran came from a community repository, “official: no sample here; runs from other or unrecorded repositories” when some came from a repository the paper names or has in its text, or from none recorded); hover it for the repositories the samples that ran came from.

• DeepSentiPers: Novel Deep Learning Models Trained Over Proposed Augmented Persian Sentiment Corpus
  11 Apr 2020 · 1 repository · arXiv:2004.05328
• Improving Disfluency Detection by Self-Training a Self-Attentive Model
  11 Apr 2020 · 0 repositories · arXiv:2004.05323
• DialBERT: A Hierarchical Pre-Trained Model for Conversation Disentanglement
  8 Apr 2020 · 1 repository · arXiv:2004.03760
• SCATTER: Selective Context Attentional Scene Text Recognizer
  25 Mar 2020 · 2 repositories · arXiv:2003.11288
• Semantic-based End-to-End Learning for Typhoon Intensity Prediction
  22 Mar 2020 · 1 repository · arXiv:2003.13779
• A Survey on Contextual Embeddings
  16 Mar 2020 · 0 repositories · arXiv:2003.07278
• Parsing Early Modern English for Linguistic Search
  24 Feb 2020 · 0 repositories · arXiv:2002.10546
• HHH: An Online Medical Chatbot System based on Knowledge Graph and Hierarchical Bi-Directional Attention
  8 Feb 2020 · 2 repositories · arXiv:2002.03140
• Fully-hierarchical fine-grained prosody modeling for interpretable speech synthesis
  6 Feb 2020 · 0 repositories · arXiv:2002.03785
• WaveTTS: Tacotron-based TTS with Joint Time-Frequency Domain Loss
  2 Feb 2020 · 0 repositories · arXiv:2002.00417
• A Unified System for Aggression Identification in English Code-Mixed and Uni-Lingual Texts
  15 Jan 2020 · 0 repositories · arXiv:2001.05493
• Tha3aroon at NSURL-2019 Task 8: Semantic Question Similarity in Arabic
  28 Dec 2019 · 1 repository · arXiv:1912.12514
• Probing the phonetic and phonological knowledge of tones in Mandarin TTS models
  23 Dec 2019 · 1 repository · arXiv:1912.10915
• Learning and Evaluating Contextual Embedding of Source Code
  21 Dec 2019 · 2 repositories · arXiv:2001.00059
• Efficient Convolutional Neural Networks for Diacritic Restoration
  14 Dec 2019 · 0 repositories · arXiv:1912.06900
• Long-length Legal Document Classification
  14 Dec 2019 · 0 repositories · arXiv:1912.06905
• Towards Robust Toxic Content Classification
  14 Dec 2019 · 1 repository · arXiv:1912.06872
• Can AI Generate Love Advice?: Toward Neural Answer Generation for Non-Factoid Questions
  6 Dec 2019 · 0 repositories · arXiv:1912.10163
• A Comparative Study of Pretrained Language Models on Thai Social Text Categorization
  3 Dec 2019 · 0 repositories · arXiv:1912.01580
• High Quality ELMo Embeddings for Seven Less-Resourced Languages
  22 Nov 2019 · 0 repositories · arXiv:1911.10049
• A Comparative Analysis of Forecasting Financial Time Series Using ARIMA, LSTM, and BiLSTM
  21 Nov 2019 · 0 repositories · arXiv:1911.09512
• Question Generation from Paragraphs: A Tale of Two Hierarchical Models
  8 Nov 2019 · 0 repositories · arXiv:1911.03407
• Hierarchical Contextualized Representation for Named Entity Recognition
  6 Nov 2019 · 1 repository · arXiv:1911.02257
  Syntology official (archive's flag): 9 ran · 9 ran (of which 0 constructed an object rather than computing a result; 8 with no instrument failure: 0 honoured, 0 violated, 8 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
• A Deep Learning approach for Hindi Named Entity Recognition
  5 Nov 2019 · 0 repositories · arXiv:1911.01421
• Incremental Sense Weight Training for the Interpretation of Contextualized Word Embeddings
  5 Nov 2019 · 0 repositories · arXiv:1911.01623
• GRAPHENE: A Precise Biomedical Literature Retrieval Engine with Graph Augmented Deep Learning and External Knowledge Empowerment
  2 Nov 2019 · 0 repositories · arXiv:1911.00760
• BME-UW at SRST-2019: Surface realization with Interpreted Regular Tree Grammars
  1 Nov 2019 · 0 repositories
• JBNU at MRP 2019: Multi-level Biaffine Attention for Semantic Dependency Parsing
  1 Nov 2019 · 0 repositories
• JUSTDeep at NLP4IF 2019 Task 1: Propaganda Detection using Ensemble Deep Learning Models
  1 Nov 2019 · 0 repositories
• Named Entity Recognition - Is There a Glass Ceiling?
  1 Nov 2019 · 0 repositories
• NSIT@NLP4IF-2019: Propaganda Detection from News Articles using Transfer Learning
  1 Nov 2019 · 0 repositories
• On Sentence Representations for Propaganda Detection: From Handcrafted Features to Word Embeddings
  1 Nov 2019 · 0 repositories
• Reevaluating Argument Component Extraction in Low Resource Settings
  1 Nov 2019 · 0 repositories
• Semi-Supervised Semantic Role Labeling with Cross-View Training
  1 Nov 2019 · 0 repositories
• Sentence-Level Propaganda Detection in News Articles with Transfer Learning and BERT-BiLSTM-Capsule Model
  1 Nov 2019 · 0 repositories
• The Feasibility of Embedding Based Automatic Evaluation for Single Document Summarization
  1 Nov 2019 · 0 repositories
• TUPA at MRP 2019: A Multi-Task Baseline System
  1 Nov 2019 · 0 repositories
• Unsupervised Labeled Parsing with Deep Inside-Outside Recursive Autoencoders
  1 Nov 2019 · 0 repositories
• UZH@CRAFT-ST: a Sequence-labeling Approach to Concept Recognition
  1 Nov 2019 · 0 repositories
• What Does This Word Mean? Explaining Contextualized Embeddings with Natural Language Definition
  1 Nov 2019 · 0 repositories
• Sentence Embeddings for Russian NLU
  29 Oct 2019 · 1 repository · arXiv:1910.13291
• Word-level Textual Adversarial Attacking as Combinatorial Optimization
  27 Oct 2019 · 1 repository · arXiv:1910.12196
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 0 honoured, 0 violated, 1 with no contract checked; 0 where Syntology's instrument failed) · 1 unverified (of 2 harvested samples)
• Mellotron: Multispeaker expressive voice synthesis by conditioning on rhythm, pitch and global style tokens
  26 Oct 2019 · 5 repositories · arXiv:1910.11997
• Evolution of transfer learning in natural language processing
  16 Oct 2019 · 0 repositories · arXiv:1910.07370
• Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation
  14 Oct 2019 · 8 repositories · arXiv:1910.06379
  Syntology 19 ran (of which 0 constructed an object rather than computing a result; 17 with no instrument failure: 1 honoured, 1 violated, 15 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 22 harvested samples)
• SLEEPER: interpretable Sleep staging via Prototypes from Expert Rules
  14 Oct 2019 · 0 repositories · arXiv:1910.06100
• Why Attention? Analyzing and Remedying BiLSTM Deficiency in Modeling Cross-Context for NER
  7 Oct 2019 · 0 repositories · arXiv:1910.02586
• Named Entity Recognition -- Is there a glass ceiling?
  6 Oct 2019 · 1 repository · arXiv:1910.02403
• Data-Efficient Goal-Oriented Conversation with Dialogue Knowledge Transfer Networks
  3 Oct 2019 · 0 repositories · arXiv:1910.01302
• Hierarchical Multi-Task Natural Language Understanding for Cross-domain Conversational AI: HERMIT NLU
  2 Oct 2019 · 1 repository · arXiv:1910.00912
  Syntology 3 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 0 honoured, 0 violated, 3 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Specializing Word Embeddings (for Parsing) by Information Bottleneck
  1 Oct 2019 · 1 repository · arXiv:1910.00163
• Fine-tune Bert for DocRED with Two-step Process
  26 Sep 2019 · 1 repository · arXiv:1909.11898
• Extremely Small BERT Models from Mixed-Vocabulary Training
  25 Sep 2019 · 0 repositories · arXiv:1909.11687
• Does BERT Make Any Sense? Interpretable Word Sense Disambiguation with Contextualized Embeddings
  23 Sep 2019 · 1 repository · arXiv:1909.10430
• Automatic Identification and Normalisation of Physical Measurements in Scientific Literature
  23 Sep 2019 · 1 repository
• Subword ELMo
  18 Sep 2019 · 0 repositories · arXiv:1909.08357
• Retrofitting Contextualized Word Embeddings with Paraphrases
  12 Sep 2019 · 0 repositories · arXiv:1909.09700
• UER: An Open-Source Toolkit for Pre-training Models
  12 Sep 2019 · 2 repositories · arXiv:1909.05658
  Syntology official (archive's flag): 1 ran · 1 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 0 where Syntology's instrument failed) · 2 unverified (of 3 harvested samples)
• From English to Code-Switching: Transfer Learning with Strong Morphological Clues
  11 Sep 2019 · 1 repository · arXiv:1909.05158
• Multimodal Embeddings from Language Models
  10 Sep 2019 · 1 repository · arXiv:1909.04302
• Designing and Interpreting Probes with Control Tasks
  8 Sep 2019 · 1 repository · arXiv:1909.03368
• To lemmatize or not to lemmatize: how word normalisation affects ELMo performance in word sense disambiguation
  6 Sep 2019 · 0 repositories · arXiv:1909.03135
• Semantics-aware BERT for Language Understanding
  5 Sep 2019 · 1 repository · arXiv:1909.02209
  Syntology official (archive's flag): 7 ran · 7 ran (of which 0 constructed an object rather than computing a result; 5 with no instrument failure: 2 honoured, 0 violated, 3 with no contract checked; 2 where Syntology's instrument failed) · 5 unverified (of 12 harvested samples) · 3 pointer-only (licence)
• Aspect Detection using Word and Char Embeddings with (Bi)LSTM and CRF
  3 Sep 2019 · 1 repository · arXiv:1909.01276
• Classification Betters Regression in Query-based Multi-document Summarisation Techniques for Question Answering: Macquarie University at BioASQ7b
  2 Sep 2019 · 0 repositories · arXiv:1909.00542
• How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings
  2 Sep 2019 · 1 repository · arXiv:1909.00512
• Evaluation of Stacked Embeddings for Bulgarian on the Downstream Tasks POS and NERC
  1 Sep 2019 · 0 repositories
• Evaluation of vector embedding models in clustering of text documents
  1 Sep 2019 · 0 repositories
• Multilingual Probing of Deep Pre-Trained Contextual Encoders
  1 Sep 2019 · 0 repositories
• Neural Feature Extraction for Contextual Emotion Detection
  1 Sep 2019 · 0 repositories
• Predicting Sentiment of Polish Language Short Texts
  1 Sep 2019 · 0 repositories
• Quasi Bidirectional Encoder Representations from Transformers for Word Sense Disambiguation
  1 Sep 2019 · 0 repositories
• Semantic Role Labeling with Pretrained Language Models for Known and Unknown Predicates
  1 Sep 2019 · 0 repositories
• Sparse Victory -- A Large Scale Systematic Comparison of count-based and prediction-based vectorizers for text classification
  1 Sep 2019 · 1 repository
• Speculation and Negation detection in French biomedical corpora
  1 Sep 2019 · 0 repositories
• Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
  31 Aug 2019 · 0 repositories · arXiv:1909.00153
• Evaluation Benchmarks and Learning Criteria for Discourse-Aware Sentence Representations
  31 Aug 2019 · 2 repositories · arXiv:1909.00142
  Syntology official (archive's flag): 2 ran · 2 ran (of which 0 constructed an object rather than computing a result; 1 with no instrument failure: 1 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 0 unverified (of 2 harvested samples) · 2 pointer-only (licence)
• Why Attention? Analyze BiLSTM Deficiency and Its Remedies in the Case of NER
  29 Aug 2019 · 3 repositories · arXiv:1908.11046
• Scientific Statement Classification over arXiv.org
  29 Aug 2019 · 6 repositories · arXiv:1908.10993
• Shallow Syntax in Deep Water
  29 Aug 2019 · 0 repositories · arXiv:1908.11047
• Onto Word Segmentation of the Complete Tang Poems
  28 Aug 2019 · 0 repositories · arXiv:1908.10621
• On the Effectiveness of Low-Rank Matrix Factorization for LSTM Model Compression
  27 Aug 2019 · 0 repositories · arXiv:1908.09982
• Detecting Toxicity in News Articles: Application to Bulgarian
  26 Aug 2019 · 1 repository · arXiv:1908.09785
• Rethinking Attribute Representation and Injection for Sentiment Classification
  26 Aug 2019 · 1 repository · arXiv:1908.09590
• Adversarial Domain Adaptation for Machine Reading Comprehension
  24 Aug 2019 · 0 repositories · arXiv:1908.09209
• BERT for Coreference Resolution: Baselines and Analysis
  24 Aug 2019 · 2 repositories · arXiv:1908.09091
• Evaluating Contextualized Embeddings on 54 Languages in POS Tagging, Lemmatization and Dependency Parsing
  20 Aug 2019 · 0 repositories · arXiv:1908.07448
• Neural Architectures for Nested NER through Linearization
  19 Aug 2019 · 1 repository · arXiv:1908.06926
• Scalable Attentive Sentence-Pair Modeling via Distilled Sentence Embedding
  14 Aug 2019 · 1 repository · arXiv:1908.05161
• BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks
  13 Aug 2019 · 1 repository · arXiv:1908.05760
• Beyond English-Only Reading Comprehension: Experiments in Zero-Shot Multilingual Transfer for Bulgarian
  5 Aug 2019 · 1 repository · arXiv:1908.01519
• Semi-supervised Thai Sentence Segmentation Using Local and Distant Word Representations
  4 Aug 2019 · 0 repositories · arXiv:1908.01294
• Augmenting Named Entity Recognition with Commonsense Knowledge
  1 Aug 2019 · 0 repositories
• CBNU System for SIGMORPHON 2019 Shared Task 2: a Pipeline Model
  1 Aug 2019 · 0 repositories
• CUNI--Malta system at SIGMORPHON 2019 Shared Task on Morphological Analysis and Lemmatization in context: Operation-based word formation
  1 Aug 2019 · 0 repositories
• Detection of Adverse Drug Reaction Mentions in Tweets Using ELMo
  1 Aug 2019 · 0 repositories
• NCUEE at MEDIQA 2019: Medical Text Inference Using Ensemble BERT-BiLSTM-Attention Model
  1 Aug 2019 · 0 repositories
• SOURCE: SOURce-Conditional Elmo-style Model for Machine Translation Quality Estimation
  1 Aug 2019 · 0 repositories
• The Role of Protected Class Word Lists in Bias Identification of Contextualized Word Representations
  1 Aug 2019 · 0 repositories
• Neural Mention Detection
  29 Jul 2019 · 1 repository · arXiv:1907.12524