Natural Language Processing

2083 benchmarks • 676 tasks • 2040 datasets • 31374 papers with code

Representation Learning

16 benchmarks

3732 papers with code

Disentanglement

3 benchmarks

578 papers with code

Graph Representation Learning

2 benchmarks

381 papers with code

Sentence Embeddings

3 benchmarks

220 papers with code

Network Embedding

153 papers with code

See all 17 tasks

Classification

326 benchmarks

3262 papers with code

Text Classification

180 benchmarks

1108 papers with code

Graph Classification

69 benchmarks

382 papers with code

Audio Classification

23 benchmarks

134 papers with code

Medical Image Classification

8 benchmarks

124 papers with code

See all 19 tasks

Language Modelling

64 benchmarks

4576 papers with code

XLM-R

91 papers with code

Long-range modeling

2 benchmarks

48 papers with code

Protein Language Model

1 benchmark

26 papers with code

Sentence Pair Modeling

8 benchmarks

6 papers with code

See all 7 tasks

Retrieval

5 benchmarks

3887 papers with code

Deep Hashing

51 papers with code

Table Retrieval

1 benchmark

13 papers with code

NLP based Person Retrival

Decoder

3520 papers with code

Question Answering

227 benchmarks

2928 papers with code

Open-Ended Question Answering

209 papers with code

Open-Domain Question Answering

15 benchmarks

201 papers with code

Conversational Question Answering

1 benchmark

62 papers with code

Answer Selection

6 benchmarks

47 papers with code

See all 19 tasks

Translation

2 benchmarks

3195 papers with code

Image Generation

224 benchmarks

2012 papers with code

Image-to-Image Translation

60 benchmarks

491 papers with code

Text-to-Image Generation

14 benchmarks

281 papers with code

Image Inpainting

17 benchmarks

277 papers with code

Conditional Image Generation

10 benchmarks

133 papers with code

See all 22 tasks

Data Augmentation

3 benchmarks

2538 papers with code

Image Augmentation

1 benchmark

101 papers with code

Text Augmentation

34 papers with code

Machine Translation

97 benchmarks

2154 papers with code

Transliteration

45 papers with code

Multimodal Machine Translation

7 benchmarks

35 papers with code

Bilingual Lexicon Induction

34 papers with code

Unsupervised Machine Translation

9 benchmarks

32 papers with code

See all 9 tasks

Text Generation

126 benchmarks

1505 papers with code

Dialogue Generation

14 benchmarks

231 papers with code

Data-to-Text Generation

42 benchmarks

105 papers with code

Multi-Document Summarization

5 benchmarks

94 papers with code

Text Style Transfer

3 benchmarks

81 papers with code

See all 27 tasks

Knowledge Graph Completion

Knowledge Graphs

51 benchmarks

977 papers with code

Large Language Model

21 benchmarks

845 papers with code

Triple Classification

1 benchmark

21 papers with code

Inductive knowledge graph completion

24 benchmarks

11 papers with code

Inductive Relation Prediction

10 papers with code

Large Language Model

Knowledge Graphs

51 benchmarks

977 papers with code

Large Language Model

21 benchmarks

845 papers with code

2D Semantic Segmentation

Image Segmentation

3 benchmarks

1516 papers with code

Text Style Transfer

3 benchmarks

81 papers with code

Scene Parsing

60 benchmarks

75 papers with code

2D Semantic Segmentation

96 benchmarks

38 papers with code

Reflection Removal

5 benchmarks

29 papers with code

See all 15 tasks

Text Classification

180 benchmarks

1108 papers with code

Document Classification

19 benchmarks

211 papers with code

Topic Models

9 benchmarks

210 papers with code

Sentence Classification

6 benchmarks

105 papers with code

Emotion Classification

10 benchmarks

94 papers with code

See all 17 tasks

Visual Question Answering (VQA)

102 benchmarks

774 papers with code

Visual Question Answering

20 benchmarks

677 papers with code

Machine Reading Comprehension

4 benchmarks

197 papers with code

Chart Question Answering

3 benchmarks

17 papers with code

Embodied Question Answering

9 papers with code

See all 8 tasks

Named Entity Recognition (NER)

112 benchmarks

892 papers with code

NER

4 benchmarks

581 papers with code

Nested Named Entity Recognition

6 benchmarks

44 papers with code

Chinese Named Entity Recognition

7 benchmarks

37 papers with code

Few-shot NER

4 benchmarks

35 papers with code

See all 14 tasks

Sentiment Analysis

91 benchmarks

1297 papers with code

Aspect-Based Sentiment Analysis (ABSA)

33 benchmarks

166 papers with code

Multimodal Sentiment Analysis

5 benchmarks

74 papers with code

Aspect Sentiment Triplet Extraction

3 benchmarks

26 papers with code

Twitter Sentiment Analysis

1 benchmark

13 papers with code

See all 16 tasks

Few-Shot Learning

64 benchmarks

1059 papers with code

One-Shot Learning

1 benchmark

93 papers with code

Few-Shot Semantic Segmentation

16 benchmarks

74 papers with code

Cross-Domain Few-Shot

10 benchmarks

55 papers with code

Unsupervised Few-Shot Learning

12 papers with code

See all 13 tasks

Word Embeddings

1110 papers with code

Learning Word Embeddings

23 papers with code

Multilingual Word Embeddings

19 papers with code

Embeddings Evaluation

8 papers with code

Contextualised Word Representations

4 papers with code

Optical Character Recognition (OCR)

Active Learning

3 benchmarks

764 papers with code

Optical Character Recognition (OCR)

15 benchmarks

316 papers with code

Handwriting Recognition

6 benchmarks

50 papers with code

Handwritten Digit Recognition

1 benchmark

23 papers with code

Irregular Text Recognition

5 papers with code

See all 10 tasks

Continual Learning

57 benchmarks

839 papers with code

Class Incremental Learning

25 benchmarks

210 papers with code

Continual Named Entity Recognition

3 benchmarks

3 papers with code

unsupervised class-incremental learning

2 papers with code

Text Summarization

86 benchmarks

371 papers with code

Abstractive Text Summarization

22 benchmarks

328 papers with code

Document Summarization

9 benchmarks

196 papers with code

Multi-Document Summarization

5 benchmarks

94 papers with code

Opinion Summarization

35 papers with code

See all 13 tasks

Information Retrieval

16 benchmarks

864 papers with code

Passage Retrieval

4 benchmarks

111 papers with code

TAR

26 papers with code

Cross-Lingual Information Retrieval

13 papers with code

Table Search

6 papers with code

See all 6 tasks

Relation Extraction

95 benchmarks

671 papers with code

Relation Classification

12 benchmarks

141 papers with code

Document-level Relation Extraction

3 benchmarks

58 papers with code

Joint Entity and Relation Extraction

16 benchmarks

55 papers with code

Temporal Relation Extraction

4 benchmarks

18 papers with code

See all 16 tasks

Link Prediction

91 benchmarks

816 papers with code

Inductive Link Prediction

3 benchmarks

19 papers with code

Dynamic Link Prediction

9 benchmarks

15 papers with code

Hyperedge Prediction

9 papers with code

Anchor link prediction

1 papers with code

See all 7 tasks

Inductive knowledge graph completion

Large Language Model

21 benchmarks

845 papers with code

Natural Language Inference

43 benchmarks

739 papers with code

Answer Generation

2 benchmarks

60 papers with code

Visual Entailment

3 benchmarks

28 papers with code

Cross-Lingual Natural Language Inference

4 benchmarks

16 papers with code

Reading Comprehension

28 benchmarks

569 papers with code

Machine Reading Comprehension

4 benchmarks

197 papers with code

Intent Recognition

4 benchmarks

18 papers with code

Implicit Relations

1 benchmark

17 papers with code

LAMBADA

1 benchmark

12 papers with code

See all 20 tasks

Active Learning

3 benchmarks

764 papers with code

Active Object Detection

2 benchmarks

4 papers with code

Emotion Recognition

56 benchmarks

467 papers with code

Speech Emotion Recognition

18 benchmarks

101 papers with code

Emotion Recognition in Conversation

12 benchmarks

72 papers with code

Multimodal Emotion Recognition

3 benchmarks

57 papers with code

Emotion-Cause Pair Extraction

2 benchmarks

19 papers with code

See all 13 tasks

Natural Language Understanding

6 benchmarks

670 papers with code

Vietnamese Social Media Text Processing

8 papers with code

Emotional Dialogue Acts

2 papers with code

Image Captioning

38 benchmarks

620 papers with code

3D dense captioning

9 papers with code

controllable image captioning

6 papers with code

Aesthetic Image Captioning

2 papers with code

Relational Captioning

1 benchmark

2 papers with code

See all 8 tasks

Semantic Textual Similarity

23 benchmarks

561 papers with code

Paraphrase Identification

10 benchmarks

72 papers with code

Cross-Lingual Semantic Textual Similarity

3 papers with code

Event Extraction

NER

4 benchmarks

581 papers with code

Event Causality Identification

8 papers with code

Zero-shot Event Extraction

3 papers with code

Dialogue

Dialogue Generation

14 benchmarks

231 papers with code

Dialogue State Tracking

7 benchmarks

127 papers with code

Task-Oriented Dialogue Systems

6 benchmarks

121 papers with code

Visual Dialog

8 benchmarks

54 papers with code

Dialogue Understanding

19 benchmarks

29 papers with code

See all 22 tasks

Coreference Resolution

18 benchmarks

263 papers with code

coreference-resolution

2 benchmarks

191 papers with code

Cross Document Coreference Resolution

10 papers with code

Semantic Parsing

37 benchmarks

383 papers with code

AMR Parsing

8 benchmarks

49 papers with code

Semantic Dependency Parsing

3 benchmarks

14 papers with code

DRS Parsing

2 benchmarks

5 papers with code

UCCA Parsing

2 benchmarks

4 papers with code

See all 6 tasks

In-Context Learning

451 papers with code

Sentence Pair Modeling

Semantic Similarity

8 benchmarks

419 papers with code

Conformal Prediction

151 papers with code

Text Simplification

11 benchmarks

119 papers with code

Music Source Separation

3 benchmarks

53 papers with code

Decision Making Under Uncertainty

45 papers with code

Audio Source Separation

8 benchmarks

44 papers with code

See all 9 tasks

Chatbot

Dialogue Generation

14 benchmarks

231 papers with code

Chatbot

15 benchmarks

172 papers with code

Code Generation

26 benchmarks

340 papers with code

Code Translation

2 benchmarks

40 papers with code

Code Documentation Generation

7 benchmarks

6 papers with code

Class-level Code Generation

1 benchmark

2 papers with code

Library-Oriented Code Generation

2 papers with code

Sentence Embeddings

3 benchmarks

220 papers with code

Sentence Embedding

132 papers with code

Sentence Compression

1 benchmark

22 papers with code

Joint Multilingual Sentence Representations

2 papers with code

Sentence Embeddings For Biomedical Texts

2 benchmarks

2 papers with code

Specificity

350 papers with code

Dependency Parsing

18 benchmarks

322 papers with code

Transition-Based Dependency Parsing

12 papers with code

Prepositional Phrase Attachment

5 papers with code

Unsupervised Dependency Parsing

1 benchmark

4 papers with code

Cross-lingual zero-shot dependency parsing

1 benchmark

3 papers with code

See all 6 tasks

Information Extraction

Event Extraction

12 benchmarks

136 papers with code

Extractive Summarization

104 papers with code

Joint Entity and Relation Extraction

16 benchmarks

55 papers with code

Temporal Information Extraction

10 benchmarks

16 papers with code

Document-level Event Extraction

1 benchmark

15 papers with code

See all 15 tasks

Cross-Lingual

Cross-Lingual Transfer

31 benchmarks

293 papers with code

Cross-Lingual Document Classification

13 benchmarks

12 papers with code

Cross-Lingual Entity Linking

1 benchmark

9 papers with code

Cross-Language Text Summarization

Cross-Lingual

Response Generation

3 benchmarks

286 papers with code

Common Sense Reasoning

37 benchmarks

259 papers with code

Physical Commonsense Reasoning

1 benchmark

6 papers with code

Riddle Sense

2 benchmarks

5 papers with code

Winowhy

4 papers with code

Anachronisms

3 papers with code

See all 16 tasks

Memorization

1 benchmark

275 papers with code

Instruction Following

2 benchmarks

266 papers with code

visual instruction following

1 benchmark

8 papers with code

Data Integration

Entity Alignment

17 benchmarks

106 papers with code

Data Integration

55 benchmarks

73 papers with code

Entity Resolution

15 benchmarks

50 papers with code

Table annotation

23 benchmarks

20 papers with code

Prompt Engineering

16 benchmarks

215 papers with code

Visual Prompting

32 papers with code

Entity Linking

25 benchmarks

240 papers with code

Question Generation

9 benchmarks

225 papers with code

Poll Generation

1 benchmark

3 papers with code

Topic Models

9 benchmarks

210 papers with code

Topic coverage

3 benchmarks

5 papers with code

Dynamic Topic Modeling

2 papers with code

Part-Of-Speech Tagging

15 benchmarks

214 papers with code

Unsupervised Part-Of-Speech Tagging

1 papers with code

Mathematical Reasoning

20 benchmarks

119 papers with code

Math Word Problem Solving

11 benchmarks

63 papers with code

Formal Logic

1 benchmark

11 papers with code

Geometry Problem Solving

8 papers with code

Abstract Algebra

1 benchmark

3 papers with code

See all 8 tasks

Open-Domain Question Answering

15 benchmarks

201 papers with code

Abuse Detection

Hate Speech Detection

19 benchmarks

169 papers with code

Abuse Detection

19 benchmarks

30 papers with code

Open Information Extraction

Event Extraction

12 benchmarks

136 papers with code

Open Information Extraction

25 benchmarks

60 papers with code

Hate Speech Detection

19 benchmarks

169 papers with code

Hope Speech Detection

5 benchmarks

9 papers with code

Hate Speech Normalization

3 papers with code

Hate Speech Detection CrisisHateMM Benchmark

1 papers with code

Data Mining

Argument Mining

7 benchmarks

85 papers with code

Opinion Mining

1 benchmark

57 papers with code

Subgroup Discovery

15 papers with code

cognitive diagnosis

10 papers with code

Parallel Corpus Mining

8 papers with code

See all 7 tasks

Word Sense Disambiguation

16 benchmarks

143 papers with code

Word Sense Induction

1 benchmark

19 papers with code

Bias Detection

Selection bias

107 papers with code

Bias Detection

5 benchmarks

54 papers with code

Language Identification

7 benchmarks

123 papers with code

Dialect Identification

32 papers with code

Native Language Identification

1 benchmark

5 papers with code

Relation Classification

12 benchmarks

141 papers with code

Few-Shot Relation Classification

4 benchmarks

10 papers with code

Implicit Discourse Relation Classification

6 papers with code

Cause-Effect Relation Classification

1 papers with code

Entity Resolution

Blocking

5 benchmarks

102 papers with code

Entity Resolution

15 benchmarks

50 papers with code

Fake News Detection

9 benchmarks

152 papers with code

Relational Reasoning

1 benchmark

149 papers with code

Semantic Role Labeling

12 benchmarks

132 papers with code

Predicate Detection

3 benchmarks

8 papers with code

Semantic Role Labeling (predicted predicates)

2 benchmarks

4 papers with code

Textual Analogy Parsing

2 papers with code

Slot Filling

16 benchmarks

129 papers with code

Zero-shot Slot Filling

3 benchmarks

10 papers with code

Extracting COVID-19 Events from Twitter

1 benchmark

2 papers with code

Grammatical Error Correction

16 benchmarks

122 papers with code

Grammatical Error Detection

4 benchmarks

17 papers with code

Text Matching

137 papers with code

Document Text Classification

Learning with noisy labels

18 benchmarks

122 papers with code

Multi-Label Classification Of Biomedical Texts

1 benchmark

4 papers with code

Political Salient Issue Orientation Detection

1 benchmark

1 papers with code

POS Tagging

126 papers with code

Deep Clustering

5 benchmarks

116 papers with code

Trajectory Clustering

5 papers with code

Deep Nonparametric Clustering

1 papers with code

NONPARAMETRIC DEEP CLUSTERING

1 papers with code

Dialogue Understanding

Spoken Language Understanding

17 benchmarks

119 papers with code

Dialogue Safety Prediction

2 benchmarks

2 papers with code

Stance Detection

22 benchmarks

106 papers with code

Zero-Shot Stance Detection

8 papers with code

Few-Shot Stance Detection

4 papers with code

Stance Detection (US Election 2020 - Biden)

1 benchmark

1 papers with code

Stance Detection (US Election 2020 - Trump)

1 benchmark

1 papers with code

Text Simplification

11 benchmarks

119 papers with code

Entity Alignment

17 benchmarks

106 papers with code

Multi-modal Entity Alignment

7 benchmarks

10 papers with code

Intent Detection

34 benchmarks

110 papers with code

Open Intent Detection

17 benchmarks

6 papers with code

Word Similarity

111 papers with code

Text-To-Speech Synthesis

7 benchmarks

93 papers with code

Prosody Prediction

1 benchmark

2 papers with code

Zero-Shot Multi-Speaker TTS

2 papers with code

Cross-Lingual Transfer

Zero-Shot Cross-Lingual Transfer

2 benchmarks

72 papers with code

Cross-Lingual NER

28 benchmarks

23 papers with code

Document AI

document understanding

77 papers with code

Document AI

1 benchmark

17 papers with code

Emotion Classification

10 benchmarks

94 papers with code

Intent Classification

4 benchmarks

94 papers with code

Fact Verification

3 benchmarks

93 papers with code

Language Acquisition

1 benchmark

69 papers with code

Grounded language learning

23 papers with code

Entity Typing

8 benchmarks

89 papers with code

Entity Typing on DH-KGs

1 papers with code

Constituency Parsing

5 benchmarks

74 papers with code

Constituency Grammar Induction

1 benchmark

15 papers with code

Self-Learning

88 papers with code

Cross-Modal Retrieval

Image-text matching

1 benchmark

84 papers with code

multilingual cross-modal retrieval

2 papers with code

Zero-shot Composed Person Retrieval

1 benchmark

1 papers with code

Cross-Modal Retrieval on RSITMD

Ad-Hoc Information Retrieval

Document Ranking

2 benchmarks

59 papers with code

Ad-Hoc Information Retrieval

3 benchmarks

28 papers with code

Word Alignment

7 benchmarks

85 papers with code

Model Editing

1 benchmark

52 papers with code

knowledge editing

1 benchmark

31 papers with code

Open-Domain Dialog

Dialogue Evaluation

2 benchmarks

49 papers with code

Open-Domain Dialog

3 benchmarks

32 papers with code

Novelty Detection

76 papers with code

Multimodal Deep Learning

16 benchmarks

67 papers with code

Multimodal Text and Image Classification

15 benchmarks

5 papers with code

Multi-Label Text Classification

20 benchmarks

72 papers with code

Paraphrase Identification

10 benchmarks

72 papers with code

Text-to-Image Generation

Text-based Image Editing

1 benchmark

22 papers with code

text-guided-image-editing

22 papers with code

Zero-Shot Text-to-Image Generation

11 papers with code

Concept Alignment

9 papers with code

Conditional Text-to-Image Synthesis

2 benchmarks

6 papers with code

See all 7 tasks

Discourse Parsing

4 benchmarks

53 papers with code

Discourse Segmentation

14 papers with code

Connective Detection

2 papers with code

GSM8K

69 papers with code

Chunking

5 benchmarks

68 papers with code

Shallow Syntax

Chunking

5 benchmarks

68 papers with code

Sarcasm Detection

9 benchmarks

65 papers with code

De-identification

38 papers with code

Privacy Preserving Deep Learning

26 papers with code

Explanation Generation

5 benchmarks

62 papers with code

Morphological Analysis

62 papers with code

Aspect-Based Sentiment Analysis (ABSA)

Aspect Extraction

6 benchmarks

33 papers with code

Aspect Category Sentiment Analysis

1 benchmark

10 papers with code

Extract Aspect

1 benchmark

10 papers with code

Aspect-Category-Opinion-Sentiment Quadruple Extraction

4 benchmarks

4 papers with code

Aspect-oriented Opinion Extraction

1 benchmark

4 papers with code

See all 8 tasks

Document Ranking

2 benchmarks

59 papers with code

Session Search

2 papers with code

Lemmatization

61 papers with code

molecular representation

60 papers with code

Chinese

Chinese Word Segmentation

6 benchmarks

48 papers with code

Handwritten Chinese Text Recognition

3 papers with code

Chinese Spelling Error Correction

2 papers with code

Chinese Zero Pronoun Resolution

2 papers with code

Offline Handwritten Chinese Character Recognition

2 papers with code

See all 6 tasks

Conversational Search

57 papers with code

Entity Disambiguation

11 benchmarks

57 papers with code

Text-to-Video Generation

6 benchmarks

49 papers with code

Text-to-Video Editing

4 papers with code

Subject-driven Video Generation

Source Code Summarization

10 benchmarks

37 papers with code

Method name prediction

1 benchmark

14 papers with code

Speech-to-Text Translation

10 benchmarks

49 papers with code

Simultaneous Speech-to-Text Translation

1 papers with code

Authorship Attribution

50 papers with code

Text Clustering

17 benchmarks

31 papers with code

Short Text Clustering

8 benchmarks

14 papers with code

Open Intent Discovery

6 benchmarks

4 papers with code

AMR Parsing

8 benchmarks

49 papers with code

Dialogue Evaluation

2 benchmarks

49 papers with code

Keyphrase Extraction

6 benchmarks

47 papers with code

Linguistic Acceptability

5 benchmarks

47 papers with code

Table annotation

23 benchmarks

20 papers with code

Column Type Annotation

12 benchmarks

15 papers with code

Cell Entity Annotation

5 benchmarks

6 papers with code

Columns Property Annotation

4 benchmarks

4 papers with code

Row Annotation

1 benchmark

1 papers with code

See all 7 tasks

Abusive Language

45 papers with code

Data-to-Text Generation

Visual Storytelling

3 benchmarks

25 papers with code

KG-to-Text Generation

11 benchmarks

17 papers with code

Unsupervised KG-to-Text Generation

4 benchmarks

2 papers with code

Few-Shot Text Classification

8 benchmarks

42 papers with code

Zero-Shot Out-of-Domain Detection

1 papers with code

Term Extraction

2 benchmarks

40 papers with code

Text2text Generation

Keyphrase Generation

36 papers with code

Figurative Language Visualization

1 papers with code

Sketch-to-text Generation

1 papers with code

Protein Folding

38 papers with code

Phrase Grounding

5 benchmarks

36 papers with code

Grounded Open Vocabulary Acquisition

1 papers with code

Deep Attention

37 papers with code

Morphological Inflection

37 papers with code

Multilingual NLP

36 papers with code

Word Translation

35 papers with code

Spam detection

3 benchmarks

32 papers with code

Context-specific Spam Detection

1 benchmark

1 papers with code

Traditional Spam Detection

1 benchmark

1 papers with code

Summarization

Unsupervised Extractive Summarization

3 benchmarks

17 papers with code

Query-focused Summarization

13 papers with code

Summarization

10 benchmarks

3 papers with code

Natural Language Transduction

Lipreading

7 benchmarks

31 papers with code

Natural Language Transduction

7 benchmarks

2 papers with code

Knowledge Base Population

1 benchmark

32 papers with code

Conversational Response Selection

13 benchmarks

31 papers with code

Cross-Lingual Word Embeddings

31 papers with code

Passage Ranking

1 benchmark

30 papers with code

text annotation

30 papers with code

Cloze Test

2 benchmarks

28 papers with code

Image-to-Text Retrieval

8 benchmarks

28 papers with code

Key Information Extraction

6 benchmarks

28 papers with code

Biomedical Information Retrieval

PICO

1 benchmark

25 papers with code

SpO2 estimation

3 benchmarks

2 papers with code

Authorship Verification

27 papers with code

Cross-Lingual Document Classification

News Classification

3 benchmarks

27 papers with code

Automated Essay Scoring

1 benchmark

26 papers with code

Graph-to-Sequence

2 benchmarks

26 papers with code

Keyword Extraction

3 benchmarks

25 papers with code

Story Generation

Visual Storytelling

3 benchmarks

25 papers with code

Multimodal Association

multimodal generation

1 benchmark

21 papers with code

Multimodal Association

1 benchmark

3 papers with code

Sentence Summarization

19 papers with code

Unsupervised Sentence Summarization

5 papers with code

Argument Mining

Key Point Matching

10 papers with code

Component Classification

1 benchmark

7 papers with code

Argument Pair Extraction (APE)

1 benchmark

4 papers with code

Claim Extraction with Stance Classification (CESC)

1 benchmark

1 papers with code

Claim-Evidence Pair Extraction (CEPE)

1 benchmark

1 papers with code

See all 6 tasks

Temporal Processing

Temporal Information Extraction

10 benchmarks

16 papers with code

Timex normalization

2 benchmarks

5 papers with code

Document Dating

2 benchmarks

2 papers with code

Meme Classification

3 benchmarks

20 papers with code

Hateful Meme Classification

1 benchmark

3 papers with code

Morphological Tagging

23 papers with code

nlg evaluation

23 papers with code

Entity Extraction using GAN

22 papers with code

Rumour Detection

1 benchmark

22 papers with code

Weakly Supervised Classification

2 benchmarks

20 papers with code

Weakly Supervised Data Denoising

1 papers with code

Semantic Composition

20 papers with code

Sentence Ordering

20 papers with code

Comment Generation

19 papers with code

Lexical Simplification

19 papers with code

Word Sense Induction

1 benchmark

19 papers with code

Token Classification

Toxic Spans Detection

17 papers with code

Blackout Poetry Generation

1 benchmark

1 papers with code

Semantic Retrieval

1 benchmark

18 papers with code

Subjectivity Analysis

2 benchmarks

18 papers with code

Emotional Intelligence

2 benchmarks

9 papers with code

SNARKS

4 papers with code

Dark Humor Detection

1 benchmark

2 papers with code

Ruin Names

2 papers with code

Taxonomy Learning

Taxonomy Expansion

10 papers with code

Hypernym Discovery

3 benchmarks

7 papers with code

Taxonomy Learning

Conversational Response Generation

1 benchmark

16 papers with code

Personalized and Emotional Conversation

1 benchmark

1 papers with code

KG-to-Text Generation

11 benchmarks

17 papers with code

Passage Re-Ranking

2 benchmarks

17 papers with code

Review Generation

17 papers with code

Sentence-Pair Classification

17 papers with code

Lexical Normalization

1 benchmark

15 papers with code

Pronunciation Dictionary Creation

1 papers with code

Negation Detection

4 benchmarks

12 papers with code

Negation Scope Resolution

4 benchmarks

4 papers with code

Question Similarity

1 benchmark

15 papers with code

Medical question pair similarity computation

1 papers with code

Goal-Oriented Dialog

User Simulation

16 papers with code

Intent Discovery

3 benchmarks

16 papers with code

Propaganda detection

13 papers with code

Propaganda span identification

1 papers with code

Propaganda technique identification

1 papers with code

Lexical Analysis

Lexical Complexity Prediction

8 papers with code

Lexical Analysis

7 papers with code

Conversational Question Answering

Question Rewriting

15 papers with code

Punctuation Restoration

15 papers with code

Reverse Dictionary

15 papers with code

Humor Detection

1 benchmark

14 papers with code

Legal Reasoning

2 benchmarks

14 papers with code

Meeting Summarization

2 benchmarks

14 papers with code

Table-based Fact Verification

1 benchmark

14 papers with code

Attribute Value Extraction

13 papers with code

Long-Context Understanding

2 benchmarks

13 papers with code

Pretrained Multilingual Language Models

13 papers with code

Text Style Transfer

Formality Style Transfer

1 benchmark

10 papers with code

Semi-Supervised Formality Style Transfer

1 papers with code

Word Attribute Transfer

1 papers with code

Diachronic Word Embeddings

12 papers with code

Hallucination Evaluation

12 papers with code

Persian Sentiment Analysis

Transition-Based Dependency Parsing

12 papers with code

Clinical Concept Extraction

1 benchmark

9 papers with code

Clinical Information Retreival

2 papers with code

Constrained Clustering

Only Connect Walls Dataset Task 1 (Grouping)

1 benchmark

10 papers with code

Incremental Constrained Clustering

2 benchmarks

1 papers with code

Aspect Category Detection

4 benchmarks

11 papers with code

Dialog Act Classification

1 benchmark

11 papers with code

Extreme Summarization

4 benchmarks

11 papers with code

Recognizing Emotion Cause in Conversations

Causal Emotion Entailment

1 benchmark

8 papers with code

Recognizing Emotion Cause in Conversations

3 benchmarks

2 papers with code

Nested Mention Recognition

2 benchmarks

10 papers with code

Relationship Extraction (Distant Supervised)

2 benchmarks

10 papers with code

Binary Classification

LLM-generated Text Detection

4 papers with code

Cancer-no cancer per breast classification

2 benchmarks

2 papers with code

Cancer-no cancer per image classification

1 benchmark

2 papers with code

Suspicous (BIRADS 4,5)-no suspicous (BIRADS 1,2,3) per image classification

1 benchmark

1 papers with code

Cancer-no cancer per view classification

Clickbait Detection

9 papers with code

Decipherment

9 papers with code

Semantic entity labeling

1 benchmark

9 papers with code

Text Compression

9 papers with code

Handwriting Verification

3 benchmarks

5 papers with code

Bangla Spelling Error Correction

1 benchmark

3 papers with code

CCG Supertagging

1 benchmark

8 papers with code

Gender Bias Detection

8 papers with code

Linguistic steganography

8 papers with code

Probing Language Models

1 benchmark

8 papers with code

Toponym Resolution

8 papers with code

Abstractive Text Summarization

Timeline Summarization

1 benchmark

5 papers with code

Multimodal Abstractive Text Summarization

1 benchmark

2 papers with code

Reader-Aware Summarization

Visual Question Answering

Vietnamese Visual Question Answering

4 papers with code

Explanatory Visual Question Answering

1 benchmark

3 papers with code

Code Repair

1 benchmark

7 papers with code

Hypernym Discovery

3 benchmarks

7 papers with code

Thai Word Segmentation

2 benchmarks

7 papers with code

Vietnamese Datasets

7 papers with code

Stock Prediction

Text-Based Stock Prediction

4 papers with code

Event-Driven Trading

1 papers with code

PAIR TRADING

2 benchmarks

1 papers with code

Multimodal Machine Translation

Face to Face Translation

4 papers with code

Multimodal Lexical Translation

4 benchmarks

2 papers with code

Aggression Identification

6 papers with code

Arabic Sentiment Analysis

6 papers with code

Arabic Text Diacritization

1 benchmark

6 papers with code

Commonsense Causal Reasoning

6 papers with code

Complex Word Identification

6 papers with code

Fact Selection

1 benchmark

6 papers with code

Suggestion mining

6 papers with code

Temporal Relation Extraction

Temporal Relation Classification

4 benchmarks

6 papers with code

Vietnamese Word Segmentation

6 papers with code

Speculation Detection

3 benchmarks

3 papers with code

Speculation Scope Resolution

3 benchmarks

2 papers with code

Aspect Category Polarity

1 benchmark

5 papers with code

Cross-Lingual Bitext Mining

4 benchmarks

5 papers with code

Morphological Disambiguation

5 papers with code

Scientific Document Summarization

Lay Summarization

2 benchmarks

5 papers with code

Sign Language Production

5 papers with code

Text Attribute Transfer

5 papers with code

Visual Storytelling

Image-guided Story Ending Generation

2 benchmarks

5 papers with code

Abstract Argumentation

4 papers with code

Dialogue Rewriting

3 benchmarks

4 papers with code

Logical Reasoning Reading Comprehension

4 papers with code

Multi-agent Integration

1 benchmark

4 papers with code

Open Intent Discovery

6 benchmarks

4 papers with code

Sentence Compression

Unsupervised Sentence Compression

4 papers with code

Stereotypical Bias Analysis

1 benchmark

4 papers with code

Temporal Information Extraction

Temporal Tagging

8 benchmarks

4 papers with code

Text Anonymization

4 papers with code

WNLI

4 papers with code

Anaphora Resolution

Bridging Anaphora Resolution

2 papers with code

Abstract Anaphora Resolution

1 benchmark

1 papers with code

Anaphora Resolution

Hope Speech Detection

Hope Speech Detection for English

1 benchmark

1 papers with code

Hope Speech Detection for Malayalam

1 benchmark

1 papers with code

Hope Speech Detection for Tamil

1 benchmark

1 papers with code

Aspect Extraction

Hidden Aspect Detection

2 papers with code

Latent Aspect Detection

1 papers with code

Personality Generation

2 papers with code

Personality Alignment

1 papers with code

Chinese Spell Checking

1 benchmark

3 papers with code

Cognate Prediction

3 papers with code

Hate Speech Normalization

3 papers with code

Japanese Word Segmentation

1 benchmark

3 papers with code

Memex Question Answering

1 benchmark

3 papers with code

Polyphone disambiguation

1 benchmark

3 papers with code

Spelling Correction

Bangla Spelling Error Correction

1 benchmark

3 papers with code

Table-to-Text Generation

KB-to-Language Generation

1 benchmark

3 papers with code

Vietnamese Language Models

3 papers with code

Zero-shot Sentiment Classification

1 benchmark

3 papers with code

Conditional Text Generation

Contextualized Literature-based Discovery

1 papers with code

Multimedia Generative Script Learning

1 papers with code

Multimodal Text and Image Classification

image-sentence alignment

12 benchmarks

2 papers with code

Open-World Social Event Classification

Action Parsing

2 papers with code

Author Attribution

2 papers with code

Binary Condescension Detection

1 benchmark

2 papers with code

Chinese Spelling Error Correction

2 papers with code

Conversational Web Navigation

1 benchmark

2 papers with code

Croatian Text Diacritization

1 benchmark

2 papers with code

Czech Text Diacritization

1 benchmark

2 papers with code

Definition Modelling

2 papers with code

Document-level Relation Extraction

Document-level RE with incomplete labeling

2 benchmarks

2 papers with code

Domain Labelling

1 benchmark

2 papers with code

French Text Diacritization

1 benchmark

2 papers with code

Hungarian Text Diacritization

1 benchmark

2 papers with code

Irish Text Diacritization

1 benchmark

2 papers with code

Latvian Text Diacritization

1 benchmark

2 papers with code

Misogynistic Aggression Identification

2 papers with code

Morpheme Segmentaiton

1 benchmark

2 papers with code

Multi-label Condescension Detection

1 benchmark

2 papers with code

News Annotation

2 papers with code

Open Relation Modeling

2 papers with code

Personality Recognition in Conversation

1 benchmark

2 papers with code

Reading Order Detection

1 benchmark

2 papers with code

Record linking

2 papers with code

Role-filler Entity Extraction

1 benchmark

2 papers with code

Romanian Text Diacritization

1 benchmark

2 papers with code

Slovak Text Diacritization

1 benchmark

2 papers with code

Spanish Text Diacritization

1 benchmark

2 papers with code

Syntax Representation

2 papers with code

Text-to-video search

2 papers with code

Turkish Text Diacritization

1 benchmark

2 papers with code

Turning Point Identification

2 papers with code

Twitter Event Detection

1 benchmark

2 papers with code

Vietnamese Scene Text

2 papers with code

Vietnamese Text Diacritization

1 benchmark

2 papers with code

Zero-Shot Machine Translation

2 papers with code

Aspect-Category-Opinion-Sentiment Quadruple Extraction

Conversational Sentiment Quadruple Extraction

2 benchmarks

1 papers with code

Attribute Extraction

legal outcome extraction

1 papers with code

Automated Writing Evaluation

1 papers with code

Chemical Indexing

1 benchmark

1 papers with code

Clinical Assertion Status Detection

1 benchmark

1 papers with code

Coding Problem Tagging

1 papers with code

Collaborative Plan Acquisition

1 papers with code

Commonsense Reasoning for RL

1 benchmark

1 papers with code

Context Query Reformulation

1 papers with code

Continual Named Entity Recognition

FG-1-PG-1

3 benchmarks

1 papers with code

Cross-Lingual Entity Linking

Variable Disambiguation

1 benchmark

1 papers with code

Cross-lingual Text-to-Image Generation

1 papers with code

Crowdsourced Text Aggregation

2 benchmarks

1 papers with code

Description-guided molecule generation

1 papers with code

Dialogue Generation

Multi-modal Dialogue Generation

1 benchmark

1 papers with code

Document Classification

Page Stream Segmentation

1 papers with code

Document Summarization

Email Thread Summarization

2 benchmarks

1 papers with code

Emergent communications on relations

1 papers with code

Emotion Detection and Trigger Summarization

1 papers with code

Extractive Tags Summarization

1 papers with code

Hate Intensity Prediction

1 papers with code

Hate Span Identification

1 papers with code

Job Prediction

1 papers with code

Joint Entity and Relation Extraction on Scientific Data

1 papers with code

Joint NER and Classification

1 papers with code

Literature Mining

1 papers with code

Math Information Retrieval

1 benchmark

1 papers with code

Meme Captioning

1 papers with code

Multi-Grained Named Entity Recognition

1 papers with code

Multilingual Machine Comprehension in English Hindi

1 benchmark

1 papers with code

Multimodal Text Prediction

1 benchmark

1 papers with code

Negation and Speculation Cue Detection

2 benchmarks

1 papers with code

Negation and Speculation Scope resolution

1 papers with code

Only Connect Walls Dataset Task 2 (Connections)

1 papers with code

Overlapping Mention Recognition

1 papers with code

Paraphrase Generation

Multilingual Paraphrase Generation

1 papers with code

Phrase Ranking

2 benchmarks

1 papers with code

Phrase Tagging

2 benchmarks

1 papers with code

Phrase Vector Embedding

1 papers with code

Poem meters classification

1 benchmark

1 papers with code

Query Wellformedness

1 benchmark

1 papers with code

Question-Answer categorization

1 benchmark

1 papers with code

Readability optimization

1 papers with code

Reliable Intelligence Identification

1 papers with code

Sentence Completion

Hurtful Sentence Completion

1 benchmark

1 papers with code

Social Media Mental Health Detection

1 papers with code

Speaker Attribution in German Parliamentary Debates (GermEval 2023, subtask 1)

1 benchmark

1 papers with code

Task-Oriented Dialogue Systems

SSTOD

2 benchmarks

1 papers with code

Text Effects Transfer

1 papers with code

Text-Variation

1 papers with code

ValNov

2 benchmarks

1 papers with code

Vietnamese Aspect-Based Sentiment Analysis

Sentiment Dependency Learning

1 papers with code

Vietnamese Natural Language Understanding

1 papers with code

Vietnamese Sentiment Analysis

Vietnamese Multimodal Sentiment Analysis

1 papers with code

Web Page Tagging

1 papers with code

Workflow Discovery

1 benchmark

1 papers with code

incongruity detection

1 papers with code

multi-word expression embedding

1 papers with code

multi-word expression sememe prediction

1 papers with code

trustable and focussed LLM generated content

1 papers with code

Pcl Detection

SemEval-2022 Task 4-1 (Binary PCL Detection)

SemEval-2022 Task 4-2 (Multi-label PCL Detection)

ARQMath2

Automatic Writing

Complaint Comment Classification

Counterspeech Detection

Extractive Text Summarization

Reader-Aware Summarization

Face Selection

Job classification

Multi-lingual Text-to-Image Generation

Multlingual Neural Machine Translation

Optical Charater Recogntion

Bangla Text Detection

Question to Declarative Sentence

Relation Mention Extraction

SemEval-2022 Task 4-1 (Binary PCL Detection)

Twitter Sentiment Analysis

Tweet-Reply Sentiment Analysis