diff --git a/README.md b/README.md
index 05e67d4..dfc0712 100644
--- a/README.md
+++ b/README.md
@@ -25,45 +25,45 @@ Indian language NLP has come a long way. We feature a few resources that are ill
 :raising_hand:**Note**: Many known resources have not yet been classified into the catalog. They can be found as open issues in the repo.
 	
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-* [Major Indic Language NLP Repositories](#MajorIndicLanguageNLPRepositories)
-* [Libraries and Tools](#Libraries)
-* [Evaluation Benchmarks](#Benchmarks)
-* [Standards](#Standards)
+* [Major Indic Language NLP Repositories](#major-indic-language-nlp-repositories)
+* [Libraries and Tools](#libraries-and-tools)
+* [Evaluation Benchmarks](#evaluation-benchmarks)
+* [Standards](#standards)
 	* [Unicode Standard](#UnicodeStandard)
-* [Text Corpora](#TextCorpora)
-	* [Monolingual Corpus](#MonolingualCorpus)
-	* [Language Identification](#LanguageIdentification)	
-	* [Lexical Resources](#LexicalResources)
-	* [NER Corpora](#NERCorpora)
-	* [Parallel Translation Corpus](#ParallelTranslationCorpus)
-	* [Parallel Transliteration Corpus](#ParallelTransliterationCorpus)
-	* [Text Classification](#TextualClassification)
-	* [Textual Entailment/Natural Language Inference](#TextualEntailment)
-	* [Paraphrase](#Paraphrase)
-	* [Sentiment, Sarcasm, Emotion  Analysis](#SentimentAnalysis)
-	* [Hate Speech and Offensive Comments](#HateSpeech)
-	* [Question Answering](#QuestionAnswering)
-	* [Dialog](#Dialog)
-	* [Discourse](#Discourse)
-	* [Information Extraction](#InformationExtraction)
-	* [POS Tagged corpus](#POSTaggedcorpus)
-	* [Chunk Corpus](#ChunkCorpus)
-	* [Dependency Parse Corpus](#DependencyParseCorpus)
-	* [Co-reference Corpus](#CoreferenceCorpus)
-	* [Summarization](#Summarization)
-	* [Data to Text](#DatatoText)
-* [Models](#Models)
-	* [Word Embeddings](#WordEmbeddings)
-	* [Pre-trained Language Models](#PreTrainedLanguageModels)
-	* [Multilingual Word Embeddings](#MultilingualWordEmbeddings)
-	* [Morphanalyzers](#Morphanalyzers)
-	* [Translation Models](#TranslationModels)
-	* [Speech Models](#SpeechModels)
-	* [NER](#NER)
-* [Speech Corpora](#SpeechCorpora)
-* [OCR Corpora](#OCRCorpora)
-* [Multimodal Corpora](#MultimodalCorpora)
-* [Language Specific Catalogs](#LanguageSpecificCatalogs)	
+* [Text Corpora](#text-corpora)
+	* [Monolingual Corpus](#monolingual-corpus)
+	* [Language Identification](#language-identification)	
+	* [Lexical Resources](#lexical-resources-and-semantic-similarity)
+	* [NER Corpora](#ner-corpora)
+	* [Parallel Translation Corpus](#parallel-translation-corpus)
+	* [Parallel Transliteration Corpus](#parallel-transliteration-corpus)
+	* [Text Classification](#text-classification)
+	* [Textual Entailment/Natural Language Inference](#textual-entailmentnatural-language-inference)
+	* [Paraphrase](#paraphrase)
+	* [Sentiment, Sarcasm, Emotion  Analysis](#sentiment-sarcasm-emotion-analysis)
+	* [Hate Speech and Offensive Comments](#hate-speech-and-offensive-comments)
+	* [Question Answering](#question-answering)
+	* [Dialog](#dialog)
+	* [Discourse](#discourse)
+	* [Information Extraction](#information-extraction)
+	* [POS Tagged corpus](#pos-tagged-corpus)
+	* [Chunk Corpus](#chunk-corpus)
+	* [Dependency Parse Corpus](#dependency-parse-corpus)
+	* [Co-reference Corpus](#coreference-corpus)
+	* [Summarization](#summarization)
+	* [Data to Text](#data-to-text)
+* [Models](#models)
+	* [Word Embeddings](#word-embeddings)
+	* [Pre-trained Language Models](#pre-trained-language-models)
+	* [Multilingual Word Embeddings](#multilingual-word-embeddings)
+	* [Morphanalyzers](#morphanalyzers)
+	* [Translation Models](#translation-models)
+	* [Speech Models](#speech-models)
+	* [NER](#ner)
+* [Speech Corpora](#speech-corpora)
+* [OCR Corpora](#ocr-corpora)
+* [Multimodal Corpora](#multimodal-corpora)
+* [Language Specific Catalogs](#language-specific-catalogs)	
 
 
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