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Language & Reasoning

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TaskPapersResults
Text based Person Search370
Abstractive Dialogue Summarization360
AMR-to-Text Generation360
Concept Alignment

Concept Alignment aims to align the learned representations …

360
Patent classification

Patent reviewers usually are responsible to classify the pat…

360
Query-focused Summarization360
Reverse Dictionary350
Low Resource NMT340
Morphological Disambiguation340
QQP340
Short Text Clustering340
Complex Query Answering

This task is concerned with answering complex queries over i…

330
In-Context Reinforcement Learning330
Intent Classification and Slot Filling330
Perceptual Distance330
Conversation Summarization320
Document-level Event Extraction320
Prepositional Phrase Attachment320
Suggestion mining

Suggestion mining can be defined as the extraction of sugges…

320
Cross-Lingual Natural Language Inference

Using data and models available for one language for which a…

310
Multilingual text classification310
Question Selection310
Table annotation

Table annotation is the task of annotating a table with term…

310
LAMBADA300
Morphology classification300
MRPC300
Unsupervised Extractive Summarization300
Extractive Document Summarization290
Implicatures290
Instance Search

Visual Instance Search is the task of retrieving from a data…

290
Log Parsing

Log Parsing is the task of transforming unstructured log dat…

290
automatic short answer grading280
Coherence Evaluation

Evaluating the overall coherence of text as measured by its …

280
Toxic Comment Classification280
Aggression Identification

Develop a classifier that could make a 3-way classification …

270
Definition Extraction270
Diachronic Word Embeddings270
DNN Testing

Testing the reliability of DNNs.

270
Geometry Problem Solving

Geometry problem solving with geometry diagrams and (formal)…

270
Persuasion Strategies

Prediction of Persuasion Strategy in Advertisements

270
Pretrained Multilingual Language Models260
Question Rewriting260
Winogrande260
Cross-Lingual Question Answering250
Event Causality Identification250
SENTER250
Timeline Summarization

Identifying key dates of major events and providing short de…

250
fr-en240
Literature Mining

The task where the publication texts are used to mine knowle…

240
LLM Jailbreak240