Methods › General › Fine-Tuning › Discriminative Fine-Tuning › Papers, page 20

Discriminative Fine-Tuning

Papers archive 2025-07-28

archive papers tagged: 1,990 · with a code link: 794 · where Syntology ran a sample: 271 (223 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument) Syntology

Show: all tagged papersonly where code ran (271 of 1,990 tagged: 223 with a run with no instrument failure, 48 where every run was a failure of Syntology's instrument)

Page 20 of 20: papers 1,901 to 1,990 of 1,990, 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.

• TextGAIL: Generative Adversarial Imitation Learning for Text Generation
  7 Apr 2020 · 0 repositories · arXiv:2004.13796
• DARE: Data Augmented Relation Extraction with GPT-2
  6 Apr 2020 · 0 repositories · arXiv:2004.13845
• Sparse Text Generation
  6 Apr 2020 · 1 repository · arXiv:2004.02644
• Optimus: Organizing Sentences via Pre-trained Modeling of a Latent Space
  5 Apr 2020 · 1 repository · arXiv:2004.04092
• Generating Rationales in Visual Question Answering
  4 Apr 2020 · 0 repositories · arXiv:2004.02032
• Deep Transfer Learning for Texture Classification in Colorectal Cancer Histology
  3 Apr 2020 · 0 repositories · arXiv:2004.01614
• ELECTRA: Pre-training Text Encoders as Discriminators Rather Than Generators
  23 Mar 2020 · 19 repositories · arXiv:2003.10555
  Syntology official: no sample here; runs from other or unrecorded repositories · 31 ran (of which 7 constructed an object rather than computing a result; 18 with no instrument failure: 2 honoured, 2 violated, 14 with no contract checked; 13 where Syntology's instrument failed) · 9 unverified (of 40 harvested samples) · 10 pointer-only (licence)
• Generating Major Types of Chinese Classical Poetry in a Uniformed Framework
  13 Mar 2020 · 0 repositories · arXiv:2003.11528
• RecipeGPT: Generative Pre-training Based Cooking Recipe Generation and Evaluation System
  5 Mar 2020 · 1 repository · arXiv:2003.02498
• Hybrid Generative-Retrieval Transformers for Dialogue Domain Adaptation
  3 Mar 2020 · 0 repositories · arXiv:2003.01680
• Inferring the source of official texts: can SVM beat ULMFiT?
  2 Mar 2020 · 1 repository
• Training Question Answering Models From Synthetic Data
  22 Feb 2020 · 0 repositories · arXiv:2002.09599
• Transformer on a Diet
  14 Feb 2020 · 1 repository · arXiv:2002.06170
• CBAG: Conditional Biomedical Abstract Generation
  13 Feb 2020 · 0 repositories · arXiv:2002.05637
• Training Large Neural Networks with Constant Memory using a New Execution Algorithm
  13 Feb 2020 · 2 repositories · arXiv:2002.05645
  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)
• Localized Flood DetectionWith Minimal Labeled Social Media Data Using Transfer Learning
  10 Feb 2020 · 0 repositories · arXiv:2003.04973
• Introducing Aspects of Creativity in Automatic Poetry Generation
  6 Feb 2020 · 1 repository · arXiv:2002.02511
• Joint Contextual Modeling for ASR Correction and Language Understanding
  28 Jan 2020 · 0 repositories · arXiv:2002.00750
• Reducing Non-Normative Text Generation from Language Models
  23 Jan 2020 · 0 repositories · arXiv:2001.08764
• PatentTransformer-2: Controlling Patent Text Generation by Structural Metadata
  11 Jan 2020 · 0 repositories · arXiv:2001.03708
• OTEANN: Estimating the Transparency of Orthographies with an Artificial Neural Network
  31 Dec 2019 · 2 repositories · arXiv:1912.13321
• Natural language processing of MIMIC-III clinical notes for identifying diagnosis and procedures with neural networks
  28 Dec 2019 · 0 repositories · arXiv:1912.12397
• Personalized Patent Claim Generation and Measurement
  7 Dec 2019 · 0 repositories · arXiv:1912.03502
• A Comparative Study of Pretrained Language Models on Thai Social Text Categorization
  3 Dec 2019 · 0 repositories · arXiv:1912.01580
• Evaluating Commonsense in Pre-trained Language Models
  27 Nov 2019 · 1 repository · arXiv:1911.11931
• Paraphrasing with Large Language Models
  21 Nov 2019 · 0 repositories · arXiv:1911.09661
• Unsupervised Natural Question Answering with a Small Model
  19 Nov 2019 · 0 repositories · arXiv:1911.08340
• Attending to Entities for Better Text Understanding
  11 Nov 2019 · 0 repositories · arXiv:1911.04361
• INSET: Sentence Infilling with INter-SEntential Transformer
  10 Nov 2019 · 1 repository · arXiv:1911.03892
• Zero-Shot Paraphrase Generation with Multilingual Language Models
  9 Nov 2019 · 0 repositories · arXiv:1911.03597
• Grounded Conversation Generation as Guided Traverses in Commonsense Knowledge Graphs
  7 Nov 2019 · 2 repositories · arXiv:1911.02707
  Syntology official (archive's flag): 6 ran · 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 1 honoured, 0 violated, 5 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• Learning to Answer by Learning to Ask: Getting the Best of GPT-2 and BERT Worlds
  6 Nov 2019 · 0 repositories · arXiv:1911.02365
• Assessing Social and Intersectional Biases in Contextualized Word Representations
  4 Nov 2019 · 1 repository · arXiv:1911.01485
• GEM: Generative Enhanced Model for adversarial attacks
  1 Nov 2019 · 0 repositories
• Inspecting Unification of Encoding and Matching with Transformer: A Case Study of Machine Reading Comprehension
  1 Nov 2019 · 0 repositories
• Natural Language Generation for Effective Knowledge Distillation
  1 Nov 2019 · 1 repository
• Selecting, Planning, and Rewriting: A Modular Approach for Data-to-Document Generation and Translation
  1 Nov 2019 · 0 repositories
• Masked Language Model Scoring
  31 Oct 2019 · 6 repositories · arXiv:1910.14659
  Syntology official: no sample here; runs from other or unrecorded repositories · 10 ran (of which 0 constructed an object rather than computing a result; 7 with no instrument failure: 2 honoured, 0 violated, 5 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 10 harvested samples) · 3 pointer-only (licence)
• An Empirical Study of Efficient ASR Rescoring with Transformers
  24 Oct 2019 · 0 repositories · arXiv:1910.11450
• Evolution of transfer learning in natural language processing
  16 Oct 2019 · 0 repositories · arXiv:1910.07370
• Q8BERT: Quantized 8Bit BERT
  14 Oct 2019 · 5 repositories · arXiv:1910.06188
  Syntology official (archive's flag): 5 ran · 10 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 2 honoured, 0 violated, 7 with no contract checked; 1 where Syntology's instrument failed) · 1 unverified (of 11 harvested samples) · 3 pointer-only (licence)
• Multilingual Question Answering from Formatted Text applied to Conversational Agents
  10 Oct 2019 · 0 repositories · arXiv:1910.04659
• Alternating Recurrent Dialog Model with Large-scale Pre-trained Language Models
  9 Oct 2019 · 1 repository · arXiv:1910.03756
• ZeRO: Memory Optimizations Toward Training Trillion Parameter Models
  4 Oct 2019 · 10 repositories · arXiv:1910.02054
  Syntology community repositories only · 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) · 0 unverified (of 1 harvested sample)
• Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation
  3 Oct 2019 · 1 repository · arXiv:1910.01462
• The merits of Universal Language Model Fine-tuning for Small Datasets -- a case with Dutch book reviews
  2 Oct 2019 · 2 repositories · arXiv:1910.00896
• TMLab: Generative Enhanced Model (GEM) for adversarial attacks
  1 Oct 2019 · 0 repositories · arXiv:1910.00337
• Extremely Small BERT Models from Mixed-Vocabulary Training
  25 Sep 2019 · 0 repositories · arXiv:1909.11687
• How Additional Knowledge can Improve Natural Language Commonsense Question Answering?
  19 Sep 2019 · 0 repositories · arXiv:1909.08855
• Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
  17 Sep 2019 · 10 repositories · arXiv:1909.08053
  Syntology community repositories only · 12 ran (of which 2 constructed an object rather than computing a result; 7 with no instrument failure: 4 honoured, 0 violated, 3 with no contract checked; 5 where Syntology's instrument failed) · 35 unverified (of 47 harvested samples) · 15 pointer-only (licence)
• Reasoning Over Semantic-Level Graph for Fact Checking
  9 Sep 2019 · 0 repositories · arXiv:1909.03745
• Effective Use of Transformer Networks for Entity Tracking
  5 Sep 2019 · 1 repository · arXiv:1909.02635
  Syntology official (archive's flag): 1 ran · 3 ran (of which 0 constructed an object rather than computing a result; 2 with no instrument failure: 2 honoured, 0 violated, 0 with no contract checked; 1 where Syntology's instrument failed) · 2 unverified (of 5 harvested samples) · 5 pointer-only (licence)
• 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)
• How Contextual are Contextualized Word Representations? Comparing the Geometry of BERT, ELMo, and GPT-2 Embeddings
  2 Sep 2019 · 1 repository · arXiv:1909.00512
• Adversarial Learning with Contextual Embeddings for Zero-resource Cross-lingual Classification and NER
  31 Aug 2019 · 0 repositories · arXiv:1909.00153
• Quantity doesn't buy quality syntax with neural language models
  31 Aug 2019 · 0 repositories · arXiv:1909.00111
• Pre-training A Neural Language Model Improves The Sample Efficiency of an Emergency Room Classification Model
  30 Aug 2019 · 0 repositories · arXiv:1909.01136
• Analyzing Customer Feedback for Product Fit Prediction
  28 Aug 2019 · 0 repositories · arXiv:1908.10896
• Measuring Patent Claim Generation by Span Relevancy
  26 Aug 2019 · 0 repositories · arXiv:1908.09591
• Release Strategies and the Social Impacts of Language Models
  24 Aug 2019 · 0 repositories · arXiv:1908.09203
• Universal Adversarial Triggers for Attacking and Analyzing NLP
  20 Aug 2019 · 1 repository · arXiv:1908.07125
  Syntology official (archive's flag): 3 ran · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• BioFLAIR: Pretrained Pooled Contextualized Embeddings for Biomedical Sequence Labeling Tasks
  13 Aug 2019 · 1 repository · arXiv:1908.05760
• Noisy Channel for Low Resource Grammatical Error Correction
  1 Aug 2019 · 0 repositories
• Leveraging Pre-trained Checkpoints for Sequence Generation Tasks
  29 Jul 2019 · 7 repositories · arXiv:1907.12461
  Syntology 6 ran (of which 0 constructed an object rather than computing a result; 6 with no instrument failure: 0 honoured, 0 violated, 6 with no contract checked; 0 where Syntology's instrument failed) · 0 unverified (of 6 harvested samples)
• DLGNet: A Transformer-based Model for Dialogue Response Generation
  26 Jul 2019 · 0 repositories · arXiv:1908.01841
• Generating Sentiment-Preserving Fake Online Reviews Using Neural Language Models and Their Human- and Machine-based Detection
  22 Jul 2019 · 0 repositories · arXiv:1907.09177
• Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches
  17 Jul 2019 · 0 repositories · arXiv:1907.07543
• Patent Claim Generation by Fine-Tuning OpenAI GPT-2
  1 Jul 2019 · 0 repositories · arXiv:1907.02052
• Evaluating Language Model Finetuning Techniques for Low-resource Languages
  30 Jun 2019 · 2 repositories · arXiv:1907.00409
• GPT-based Generation for Classical Chinese Poetry
  29 Jun 2019 · 3 repositories · arXiv:1907.00151
• Fine-tuning Pre-Trained Transformer Language Models to Distantly Supervised Relation Extraction
  19 Jun 2019 · 1 repository · arXiv:1906.08646
• Exploiting Unsupervised Pre-training and Automated Feature Engineering for Low-resource Hate Speech Detection in Polish
  17 Jun 2019 · 0 repositories · arXiv:1906.09325
• One Epoch Is All You Need
  16 Jun 2019 · 0 repositories · arXiv:1906.06669
• A Multiscale Visualization of Attention in the Transformer Model
  12 Jun 2019 · 3 repositories · arXiv:1906.05714
  Syntology community repositories only · 3 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 3 where Syntology's instrument failed) · 0 unverified (of 3 harvested samples)
• Analyzing the Structure of Attention in a Transformer Language Model
  7 Jun 2019 · 0 repositories · arXiv:1906.04284
• CODAH: An Adversarially-Authored Question Answering Dataset for Common Sense
  1 Jun 2019 · 1 repository
• Figure Eight at SemEval-2019 Task 3: Ensemble of Transfer Learning Methods for Contextual Emotion Detection
  1 Jun 2019 · 0 repositories
• Speak up, Fight Back! Detection of Social Media Disclosures of Sexual Harassment
  1 Jun 2019 · 0 repositories
• Story Ending Prediction by Transferable BERT
  17 May 2019 · 1 repository · arXiv:1905.07504
• Language Models with Transformers
  20 Apr 2019 · 1 repository · arXiv:1904.09408
  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)
• An Empirical Evaluation of Text Representation Schemes on Multilingual Social Web to Filter the Textual Aggression
  16 Apr 2019 · 0 repositories · arXiv:1904.08770
• NLPR@SRPOL at SemEval-2019 Task 6 and Task 5: Linguistically enhanced deep learning offensive sentence classifier
  10 Apr 2019 · 0 repositories · arXiv:1904.05152
• Visualizing Attention in Transformer-Based Language Representation Models
  4 Apr 2019 · 0 repositories · arXiv:1904.02679
• Distilling Task-Specific Knowledge from BERT into Simple Neural Networks
  28 Mar 2019 · 4 repositories · arXiv:1903.12136
  Syntology 9 ran (of which 0 constructed an object rather than computing a result; 3 with no instrument failure: 3 honoured, 0 violated, 0 with no contract checked; 6 where Syntology's instrument failed) · 0 unverified (of 9 harvested samples)
• Low Resource Text Classification with ULMFit and Backtranslation
  21 Mar 2019 · 1 repository · arXiv:1903.09244
• Language Models are Unsupervised Multitask Learners
  14 Feb 2019 · 21 repositories
• Passage Re-ranking with BERT
  13 Jan 2019 · 6 repositories · arXiv:1901.04085
  Syntology official (archive's flag): 11 ran · 11 ran (of which 0 constructed an object rather than computing a result; 9 with no instrument failure: 0 honoured, 0 violated, 9 with no contract checked; 2 where Syntology's instrument failed) · 2 unverified (of 13 harvested samples) · 2 pointer-only (licence)
• Linguistic Analysis of Pretrained Sentence Encoders with Acceptability Judgments
  11 Jan 2019 · 0 repositories · arXiv:1901.03438
• Improving Language Understanding by Generative Pre-Training
  11 Jun 2018 · 13 repositories
• Universal Language Model Fine-tuning for Text Classification
  18 Jan 2018 · 66 repositories · arXiv:1801.06146
  Syntology community repositories only · 2 ran (of which 0 constructed an object rather than computing a result; 0 with no instrument failure: 0 honoured, 0 violated, 0 with no contract checked; 2 where Syntology's instrument failed) · 3 unverified (of 5 harvested samples) · 3 pointer-only (licence)